How to store agent states across restarts?
Adam Lewis framed the practical problem in a dev.to comment on 30 September 2026: "Where does the halfway state live when you close the terminal, is it in the message list or reconstructed from the repo each time it starts?" He then identified the difficult part: "saving the transcript is easy and the plan the agent was carrying is hard. If the plan is implied by the files it has already touched, restarting is re-deriving it." (comment)
Store four kinds of state separately. Run state goes in a database-backed framework checkpointer or session service, the current plan goes explicitly inside that state, tool calls in flight get an outcome status and an idempotency key derived from stable intent, and learned memory lives outside the individual run.
> TL;DR
>
> - A restart must preserve four things: run state, the agent's current plan, tool calls in flight, and what the agent learned. In the LangGraph, Google ADK, and OpenAI Agents SDK documentation read on 2 November 2026, the in-memory storage option loses state at restart, while each framework documents a persistent alternative.
> - An operation that started but did not report completion has an unknown outcome. It should not be retried blindly or allowed to block later work. Changes in Codex and Hy-Memory separated that condition from ordinary retryable failure in October 2026.
> - A retry is safe only when the called service enforces an idempotency key derived from stable intent. ADK says resumed tools run "at least once" and may run more than once.
> - Run state belongs in the framework's persistent execution facility. Learned memory belongs outside one run. LangGraph documents these as separate systems: checkpointers persist graph state, while stores hold application-defined data outside it.
Mnemoverse (the author's company) makes a memory layer of the kind described in the section on what an agent learned.
What does an agent have to keep across a restart?
Run state is the durable record of where one execution is, including the data needed to continue it.
A checkpoint is a persisted snapshot of run state from which execution can continue or replay. LangGraph describes the mechanism directly: "Checkpointers persist a thread's graph state as checkpoints." (source)
A side effect is an externally visible change caused by a tool call, such as sending a message or writing to another service.
An unknown outcome is a call state in which the agent knows an operation started but cannot tell whether its side effect committed.
An idempotency key is a stable operation identifier that the called service checks to prevent the same intended effect from being applied twice. Temporal notes that such protection is enforced by the called service, "not by the Activity itself." (source)
Learned memory is information retained for later threads or sessions rather than for continuing one current execution.
These records answer different recovery questions: where execution should continue, what plan the agent was following, which external actions completed, failed or remain uncertain, and what the agent should still know in a later session.
A Hugging Face forum question from 2 January 2026 asked whether developers "struggle with preserving deterministic agent state across restarts?" (thread). The difficulty is not one missing database. It is the need to represent each state explicitly.
If the agent is a coding tool you use rather than one you build, see What survives when AI agents restart?
Persistent agent state APIs: where do LangGraph, ADK and the OpenAI Agents SDK keep run state?
| Framework and documentation | What in-memory storage loses at restart | Documented persistent facility | What else matters |
|---|---|---|---|
| Google ADK, read 2 November 2026 | InMemorySessionService: "All conversation data is lost if the application restarts." InMemoryMemoryService: "None, data is lost on restart". | DatabaseSessionService: "Data survives application restarts." | temp: state is discarded after an invocation. user: and app: state stored in memory is lost at restart. Resume is available in ADK Python 1.16 and higher, reinstates completed events, and continues from partially completed state. Resume is not supported by default for Custom Agents. (session, memory, state, resume) |
| LangGraph, read 2 November 2026 | "MemorySaver and InMemorySaver store checkpoints in RAM. When the process restarts, all checkpoints are lost." | A database-backed checkpointer for run state and a database-backed store for cross-thread data. | A checkpointer saves graph state at each super-step. Cooperative shutdown can finish the current super-step and save a resumable checkpoint. A node already running finishes before draining takes effect. (persistence, memory, fault tolerance) |
| OpenAI Agents SDK, read 2 November 2026 | SQLiteSession without a file path uses an "In-memory database (lost when process ends)". | SQLiteSession with a file uses a "Persistent file-based database". A suspended run can be represented by durable RunState. | Serialized RunState includes approval decisions, pending tool calls, and tool arguments. The documentation says loading does "not authenticate the snapshot or the person submitting it." (sessions, human in the loop) |
From each framework's own documentation, read on 2 November 2026. Examples, not a full list of backends. The row order is alphabetical, not evaluative.
Anis Meziani described the operational default in his own ADK-based system: "And if you don't configure where sessions live, ADK falls back to an in-memory session service." In a later comment he wrote that ADK has three in-memory defaults, covering sessions, long-term memory, and artifacts; that is his reading, not an independent claim here about every ADK facility (article, comment).
Why is saving the conversation not enough to resume an agent?
A persistent conversation database solves only part of recovery. Meziani put the boundary plainly: "Postgres alone doesn't save the half-finished task. It saves the conversation. The run that was in flight still dies with the pod." (comment)
A conventional workflow can resume from a named step because its control path is explicit. An agent may choose its next action from model output and current context. Meziani wrote, "With an LLM agent, there is no step 3." Max Quimby made the related point that "you can't cleanly resume a non-deterministic trajectory" (article, comment).
The practical response is to persist the plan explicitly. Record the current objective, completed step identifiers, pending branches, and required inputs in run state, and update that record at each durable boundary. ADK's guidance for resumable custom logic says to "generate and save the agent state for each completed step of the agent's overall task." (source) Do not put a resumable plan in ADK temp: state. ADK says that state is "Discarded after the invocation completes and does not carry over to the next one." (source)
Without the original input and an explicit plan, recovery has to infer intent from the transcript and observed effects. Meziani summarized his own incident: "What was missing wasn't observability. It was the input." (source)
What happens to a tool call that was running when the agent restarted?
The dangerous interval is after the external service commits but before the agent records success.
Temporal gives a direct example: "The Activity function completes successfully, but the Worker crashes just before it notifies the Temporal Service." The event history then lacks completion, "so the Activity will be retried." Completed activities do not execute again during workflow replay, and failed workflow execution continues from the last recorded event (activity definition, workflow execution).
LangGraph documents a related boundary at graph-node level. If one node fails during a super-step, pending writes from other nodes that completed successfully are stored, and resuming that super-step does not rerun those successful nodes. Replay from an earlier checkpoint re-executes later nodes, "including any LLM calls, API requests, or interrupts". LangGraph also records failure provenance (checkpointers, fault tolerance).
ADK states that Resume runs tools "at least once, and may run more than once when resuming a workflow." It tells developers whose tools can cause harmful duplicates to make the tool check for and prevent them (source).
Meziani's system records invocation rather than waiting for a response: "We count the call, not the response." Its tools_executed field distinguishes no call, confirmed calls, and uncertain calls. He treats an uncertain call as "probably something" because the cost of the two errors differs: "Refusing a safe relaunch costs a click. Approving an unsafe one costs a duplicate email to a customer." (Fix 7)
Changes in two projects in October 2026 show how that status becomes operational:
- On 16 October, Codex PR #54664 distinguished transient errors "known to be safe to retry" from writes "that may already have committed". It also states: "Recovery remains the operation owner's responsibility; neither category automatically triggers retries."
- A Hy-Memory issue opened on 17 October described extraction tasks left as unknown after a network interruption. The reporter expected the endpoint's backlog_pending value to match the database and reported reinstallation as the only recovery they had found. A maintainer linked PR #27 and closed the issue that day.
- PR #27 preserved unknown rows for reconciliation so one uncertain write would not freeze later writes from the same source. It retried an unresolved first attempt once after reconciliation, then parked a second unknown result for explicit recovery. The PR says: "This does not blindly treat unknown as definitely unsent."
- Hy-Memory PR #63, merged on 18 October, separated waiting for model activation from timed retry. Its prior path returned the backlog to pending every minute without attempting a provider call. The change readmitted those rows after successful activation.
A durable write record therefore needs at least four states: completed, safe to retry, outcome unknown, and waiting for an event. Each needs a separate recovery branch. A queue counter that cannot represent unknown work can look empty while progress has stopped.
How do I make a retried step safe to run twice?
Temporal recommends idempotent activities. Its suggested key combines Workflow Run ID and Activity ID because that pair remains stable across retry attempts while differing between workflow executions (source).
The key must identify intent, not whichever arguments the model generated this time. Quimby described effectful tools that compute a key from arguments. Meziani identified the failure mode: "a key hashed from the args breaks when the LLM rewrites them on replay. The key has to come from stable intent, never from generated content." He cited provider message identity, a content digest for dataset imports, and human approval for outbound campaigns as examples from his system (discussion).
A forum respondent described another useful pattern: "I store the outputs of anything nondeterministic, like tool calls and external requests, so a replay reads the stored result rather than calling the outside world again." The same system gives each step an identifier so retries do not duplicate side effects (thread).
Retries can also hide inside transport code. Meziani reported that the ApowerB runtime built on ADK resent the same request after a 429 up to twice without checking whether a streamed function call had already passed. This describes ApowerB code, not ADK behavior. His resulting rule was: "once a call has passed, forward the 429 and let a human decide." The author of this article suggested that the forwarded error could identify calls already completed in that turn (Meziani, Izgorodin).
Meziani also names the boundary of his approach: "A replay is a new run that cites the original". His system did not yet provide true mid-flight resume that reused completed tool results (source).
Where should what the agent learned live?
Learned information should survive beyond one execution. It should not depend on whether a particular run remains resumable.
LangGraph separates these responsibilities: "Stores persist application-defined data outside the graph state." It recommends stores for "long-term, cross-thread memory, including user preferences, facts, and shared knowledge", with a database-backed store for production (persistence, memory).
ADK likewise distinguishes sessions, state, and memory. Its in-memory memory service loses data at restart, and state with user: or app: scope, which can span conversations, is lost at restart when its in-memory service holds it (memory, state).
An external memory layer is another option. Mnemoverse is one example for learned memory. Its REST POST /memory/write accepts an external_ref, described as a client-provided unique reference for idempotent writes. A write that reuses one is answered with 409 CONFLICT, and the reference can be looked up to recover an atom identifier after restart. The documented /memory/write-batch route accepts an Idempotency-Key; retrying with the same key after a dropped response returns the cached response instead of writing the batch twice. An external_ref derived from stable intent, such as a decision and its date rather than model-generated wording, applies the same rule used for effectful tools.
What changes when the code is upgraded between the crash and the restart?
A stored execution may outlive the code that created it. ADK gives a direct warning: "Do not modify a stopped agent workflow before resuming it." (source)
Schema compatibility needs the same attention. Debashish Ghosal, replying to the author of this article about his own recovery guard, wrote: "So the guard is build-vs-manifest, and the restore path never reads alembic_version from the target DB." He agreed that the rolling deployment window is the gap, because an old pod could restore into a database one revision ahead (comment).
A recovery check should compare checkpoint metadata with the database and schema into which it will restore, not only with the application build. During a rollout, old and new processes may write the same durable state. Compatibility rules must cover that overlap.
How do I test that agent state survives a restart?
Treat restart recovery as a fault-injection test, not as a database connectivity check.
1. Kill the process during an effectful tool call. Restart it and verify that the external effect exists once. Confirm that the call is recorded as completed or unknown rather than silently repeated.
2. Kill the process between plan steps. Verify that execution continues from the recorded step and plan. It should not infer a fresh trajectory solely from the transcript.
3. Write a user preference, then start a new thread after restart. Verify that cross-session memory still contains the preference.
4. Run a negative control with the documented in-memory option. It should lose state. If it does not, the test may be exercising an unintended persistent component.
Meziani proposes the same basic fault injection in his own walkthrough: "kill the container mid-run, restart it, and watch the session come back." (source)
What this article does not claim
No performance figure is given for any framework or product. The frameworks in the table are examples, and only their own documentation is quoted, as read on 2 November 2026. This article tests none of them. Practitioners' accounts describe their own systems and code. The four recovery tests are proposals, not a description of any team's test suite.
---
Sources and method. Every quotation was read on 2 November 2026 with two instruments, a browser-like request and a reader service with its cache off (dev.to comments and the article also through the dev.to API, the GitHub pull requests and the issue also through the GitHub API); a made-up address on each host answered 404 as a control. The text describes those pages as of that date. A longer version, with the common questions and the full list of sources, is in the Mnemoverse documentation library: How to store agent states across restarts?
Edward Izgorodin · Mnemoverse · 2026-11-02
Top Open-Source GitHub Projects : VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304
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01:35 - skills : android/skills
02:11 - Cursor plugins : cursor/plugins
02:50 - hindsight : vectorize-io/hindsight
03:28 - PageIndex : VectifyAI/PageIndex
04:05 - yomado : chekusu/yomado
04:56 - pele : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - pandacode : aicodeking/pandacode
09:33 - ondine : wevm/ondine
10:20 - ra-jit : indexable-inc/ra-jit
11:12 - Snitch : aixisstudio/Snitch
11:55 - open-screen-sharing : nekohasekai/open-screen-sharing
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[ar] أفضل مشاريع GitHub مفتوحة المصدر: VoxCPM، ElyOffice، pandacode، Snitch، PageIndex، و net-merge #304
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📌 الفهرس الزمني:
00:00 - مقدمة
00:56 - VoxCPM: OpenBMB/VoxCPM
01:35 - المهارات: android/skills
02:11 - إضافات المؤشر: cursor/plugins
02:50 - التحليل اللاحق: vectorize-io/hindsight
03:28 - فهرس الصفحة: VectifyAI/PageIndex
04:05 - yomado : chekusu/yomado
04:56 - pele : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - pandacode : aicodeking/pandacode
09:33 - ondine: wevm/ondine
10:20 - ra-jit: indexable-inc/ra-jit
11:12 - Snitch: aixisstudio/Snitch
11:55 - open-screen-sharing: nekohasekai/open-screen-sharing
12:37 - earshot: Leonxlnx/earshot
13:29 - net-merge: rohit267/net-merge
14:14 - Hy-Memory: Tencent-Hunyuan/Hy-Memory
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[bn] সেরা ওপেন-সোর্স গিটহাব প্রজেক্টসমূহ: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ও net-merge ...
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📌 টাইমস্ট্যাম্প :
০০:০০ - ভূমিকা পর্ব
০০:৫৬ - ভক্সসিপিএম : OpenBMB/VoxCPM
০১:৩৫ - স্কিলস : android/skills
০২:১১ - কার্সর প্লাগইনস : cursor/plugins
০২:৫০ - হিন্ডসাইট : vectorize-io/hindsight
০৩:২৮ - পেজইনডেক্স : VectifyAI/PageIndex
০৪:০৫ - yomado : chekusu/yomado
০৪:৫৬ - pele : obsidianmd/pele
০৫:৩৩ - ascii-sharks : stackedlol/ascii-sharks
০৬:০৮ - EAGLE-4 : eagle-hq/EAGLE-4
০৬:৪৮ - ElyOffice : ELY-Open-Source/ElyOffice
০৭:২৭ - zero-breach : interplains/zero-breach
০৮:০৮ - tv-detox : Ansub/tv-detox
০৮:৪৭ - pandacode : aicodeking/pandacode
০৯:৩৩ - ওনডাইন : wevm/ondine
১০:২০ - রা-জিত : indexable-inc/ra-jit
১১:১২ - স্নিচ : aixisstudio/Snitch
১১:৫৫ - ওপেন-স্ক্রিন-শেয়ারিং : nekohasekai/open-screen-sharing
১২:৩৭ - ইয়ারশট : Leonxlnx/earshot
১৩:২৯ - নেট-মার্জ : rohit267/net-merge
১৪:১৪ - হাই-মেমোরি : Tencent-Hunyuan/Hy-Memory
📈 আরও এআই টিউটোরিয়াল, টিপস এবং ইন্ডাস্ট্রির অন্তর্দৃষ্টির জন্য সাবস্ক্রাইব করুন। লাইক, কমেন্ট এবং আপনার প্রযুক্তিপ্রেমী বন্ধুদের সাথে শেয়ার করতে ভুলবেন না!
ট্যাগ:
সেরা ওপেন-সোর্স গিটহাব প্রজেক্ট, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ও net-merge, ওপেন সোর্স, ওপেন সোর্স গিটহাব প্রজেক্ট, ট্রেন্ডিং গিটহাব প্রজেক্ট, গিটহাব প্রজেক্ট, ডেভেলপার টুলস, ডেভেলপার প্রোডাক্টিভিটি, লোকাল টুলস, লোকাল ফার্স্ট, সিএলআই টুলস, সেলফ হোস্টেড, এআই এজেন্ট, এআই কোডিং এজেন্ট, এআই টুলস, এজেন্ট স্কিলস, এজেন্ট মেমোরি, ওয়ার্কফ্লো অটোমেশন, এআই ওয়ার্কফ্লো, এমসিপি, র্যাগ, টেক্সট টু স্পিচ, নেটওয়ার্কিং, সিকিউরিটি, অফিস স্যুট, রাস্ট, পাইথন
হ্যাশট্যাগ:
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[de-DE] Top Open-Source-GitHub-Projekte: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304
👉 AI Agents Studio: youtube.com
„Dieses Video stellt die angesagtesten Open-Source-Projekte auf GitHub dieser Woche vor, ausgewählt aufgrund ihrer praktischen Vorteile für die Entwicklerproduktivität. Sie sehen Tools, die Ihre Dateien lokal speichern, Projekte, die auf Performance optimiert sind, und einige, die KI-Agenten und Ihre Programmier-Workflows verbessern. Wir betrachten VoxCPM für tokenizerfreie, mehrsprachige Text-to-Speech-Technologie, ElyOffice als Offline-Office-Suite in Rust und pandacode, mit dem Sie alle Programmieragenten parallel ausführen können. Hier ist für jeden etwas dabei, der Sprach-Apps entwickelt, mit Programmieragenten arbeitet oder seinen Netzwerkverkehr analysiert. Einfache, nützliche Tools, die Sie noch heute ausprobieren können.“
👍 Liken, teilen und abonnieren Sie den Kanal, um über weitere KI-Entwicklungen informiert zu bleiben. Hinterlassen Sie Ihre Gedanken und Fragen in den Kommentaren!
... 📌 Kostenlose Updates zu KI-Projekten erhalten: manuagi.beehiiv.com
📌 Wichtige KI-Tools (Affiliate-Links)
🔗 AI Voice – try.elevenlabs.io
🔗 Dzine AI kostenlos testen: dzine.ai
📌 Zeitstempel:
00:00 – Einleitung
00:56 – VoxCPM: OpenBMB/VoxCPM
01:35 – Skills: android/skills
02:11 – Cursor-Plugins: cursor/plugins
02:50 – Hindsight: vectorize-io/hindsight
03:28 – PageIndex: VectifyAI/PageIndex
04:05 - yomado : chekusu/yomado
04:56 - pele : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - pandacode : aicodeking/pandacode
09:33 – ondine: wevm/ondine
10:20 – ra-jit: indexable-inc/ra-jit
11:12 – Snitch: aixisstudio/Snitch
11:55 – open-screen-sharing: nekohasekai/open-screen-sharing
12:37 – earshot: Leonxlnx/earshot
13:29 – net-merge: rohit267/net-merge
14:14 – Hy-Memory: Tencent-Hunyuan/Hy-Memory
📈 Abonnieren Sie unseren Kanal für weitere KI-Tutorials, Tipps und Brancheneinblicke. Vergiss nicht, zu liken, zu kommentieren und mit deinen technikbegeisterten Freunden zu teilen!
Tags: Top Open-Source GitHub-Projekte, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge, Open Source, Open-Source-GitHub-Projekte, Trend-GitHub-Projekte, GitHub-Projekte, Entwicklertools, Entwicklerproduktivität, lokale Tools, Local First, CLI-Tools, selbst gehostet, KI-Agenten, KI-Codierungsagenten, KI-Tools, Agentenfähigkeiten, Agentenspeicher, Workflow-Automatisierung, KI-Workflow, MCP, RAG, Text-to-Speech, Netzwerk, Sicherheit, Office-Suite, Rust, Python
Hashtags:
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[es-US] Los mejores proyectos de código abierto en GitHub: VoxCPM, ElyOffice, pandacode, Snitch, PageInde...
👉 AI Agents Studio: youtube.com
"Este video presenta los proyectos de código abierto más populares de GitHub esta semana, seleccionados por su productividad práctica para desarrolladores. Verás herramientas que priorizan el trabajo local, manteniendo tus archivos en tu propia máquina; proyectos diseñados para el rendimiento; y varios que mejoran los flujos de trabajo de agentes de IA y programación. Analizamos VoxCPM para la conversión de texto a voz multilingüe sin tokenizador; ElyOffice, una suite ofimática sin conexión desarrollada en Rust; y pandacode para ejecutar todos los agentes de programación simultáneamente. Aquí encontrarás una buena selección para quienes desarrollan aplicaciones de voz, trabajan con agentes de programación o monitorean su tráfico de red. Herramientas sencillas y útiles que puedes probar hoy mismo."
👍 Dale me gusta, comparte y suscríbete para recibir más actualizaciones sobre los avances en IA. ¡Deja tus comentarios y preguntas abajo!
📌 Recibe actualizaciones gratuitas del proyecto de IA: manuagi.beehiiv.com
📌 Herramientas importantes de IA (enlace de afiliado)
🔗 Voz con IA: try.elevenlabs.io
🔗 Prueba Dzine AI GRATIS: dzine.ai
📌 Marcas de tiempo:
00:00 - Introducción
00:56 - VoxCPM: OpenBMB/VoxCPM
01:35 - Habilidades: android/skills
02:11 - Complementos de cursor: cursor/plugins
02:50 - Hindsight: vectorize-io/hindsight
03:28 - PageIndex: VectifyAI/PageIndex
04:05 - yomado: chekusu/yomado
04:56 - pele: obsidianmd/pele
05:33 - ascii-sharks: stackedlol/ascii-sharks
06:08 - EAGLE-4: eagle-hq/EAGLE-4
06:48 - ElyOffice: ELY-Open-Source/ElyOffice
07:27 - zero-breach: interplains/zero-breach
08:08 - tv-detox: Ansub/tv-detox
08:47 - pandacode: aicodeking/pandacode
09:33 - ondine: wevm/ondine
10:20 - ra-jit: indexable-inc/ra-jit
11:12 - Snitch: aixisstudio/Snitch
11:55 - open-screen-sharing: nekohasekai/open-screen-sharing
12:37 - earshot: Leonxlnx/earshot
13:29 - net-merge: rohit267/net-merge
14:14 - Hy-Memory: Tencent-Hunyuan/Hy-Memory
📈 Suscríbete para más tutoriales, consejos e información del sector sobre IA. ¡No olvides darle a "Me gusta", comentar y compartir con tus amigos expertos en tecnología!
Etiquetas: Proyectos de código abierto destacados en GitHub, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex y net-merge, código abierto, proyectos de código abierto en GitHub, proyectos de GitHub en tendencia, proyectos de GitHub, herramientas para desarrolladores, productividad para desarrolladores, herramientas locales, prioridad local, herramientas de línea de comandos, autoalojado, agentes de IA, agentes de codificación de IA, herramientas de IA, habilidades de los agentes, memoria de los agentes, automatización de flujos de trabajo, flujo de trabajo de IA, MCP, RAG, conversión de texto a voz, redes, seguridad, suite ofimática, Rust, Python
Hashtags: #códigoabierto #proyectosdegithub #desarrollador #programación #herramientasdedesarrollo #agentesdeIA #codificacióndeIA #habilidadesdeagentes #memoriadeagentes #MCP #RAG #prioridadlocal #Rust #Python #TTS
[fr-FR] Meilleurs projets GitHub open-source : VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merg...
👉 AI Agents Studio : youtube.com
Cette vidéo présente les projets open source GitHub les plus populaires de la semaine, sélectionnés pour leur impact concret sur la productivité des développeurs. Vous découvrirez des outils privilégiant le travail local pour conserver vos fichiers sur votre machine, des projets optimisés pour la performance et plusieurs solutions améliorant les flux de travail liés aux agents d'IA et au codage. Nous nous intéressons notamment à VoxCPM, un outil de synthèse vocale multilingue sans tokenizer, à ElyOffice, une suite bureautique hors ligne développée en Rust, et à pandacode, permettant d'exécuter plusieurs agents de codage simultanément. Ce panel d'outils est idéal pour tous ceux qui développent des applications vocales, travaillent avec des agents de codage ou analysent leur trafic réseau. Des outils simples et pratiques à tester dès aujourd'hui !
👍 Aimez, partagez et abonnez-vous pour suivre l'actualité de l'IA. N'hésitez pas à poser vos questions et à laisser vos commentaires ci-dessous !
📌 Recevez gratuitement les mises à jour des projets d'IA : manuagi.beehiiv.com
📌 Outils d'IA importants (lien affilié)
🔗 AI Voice : try.elevenlabs.io
🔗 Essayez Dzine AI gratuitement : dzine.ai
📌 Horodatage :
00:00 - Introduction
00:56 - VoxCPM : OpenBMB/VoxCPM
01:35 - Skills : android/skills
02:11 - Plugins de curseur : cursor/plugins
02:50 - Hindsight : vectorize-io/hindsight
03:28 - Index de la page : VectifyAI/PageIndex
04:05 - yomado : chekusu/yomado
04:56 - pele : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - pandacode : aicodeking/pandacode
09:33 - Ondine : wevm/ondine
10:20 - Ra-jit : indexable-inc/ra-jit
11:12 - Snitch : aixisstudio/Snitch
11:55 - Open Screen Sharing : nekohasekai/open-screen-sharing
12:37 - Earshot : Leonxlnx/earshot
13:29 - Net-merge : rohit267/net-merge
14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory
📈 Abonnez-vous pour plus de tutoriels, astuces et analyses du secteur de l'IA. N'oubliez pas de liker, commenter et partager avec vos amis férus de technologie !
Mots-clés :
Meilleurs projets open source sur GitHub, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex et net-merge, open source, projets open source sur GitHub, projets GitHub populaires, projets GitHub, outils de développement, productivité des développeurs, outils locaux, approche locale, outils CLI, auto-hébergement, agents IA, agents de codage IA, outils IA, compétences des agents, mémoire des agents, automatisation des flux de travail, flux de travail IA, MCP, rag, synthèse vocale, réseau, sécurité, suite bureautique, Rust, Python
Hashtags :
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[hi] इस सप्ताह के शीर्ष ओपन-सोर्स GitHub प्रोजेक्ट्स: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ...
👉 AI एजेंट्स स्टूडियो: youtube.com
"यह वीडियो इस सप्ताह के शीर्ष ट्रेंडिंग ओपन-सोर्स GitHub प्रोजेक्ट्स को कवर करता है, जिन्हें डेवलपर उत्पादकता बढ़ाने के लिए चुना गया है। आप ऐसे लोकल-फर्स्ट टूल्स देखेंगे जो आपकी फाइलों को आपके अपने कंप्यूटर पर रखते हैं, परफॉर्मेंस के लिए बनाए गए प्रोजेक्ट्स और कई ऐसे प्रोजेक्ट्स जो AI एजेंट और कोडिंग वर्कफ़्लो को बेहतर बनाते हैं। हम टोकनाइज़र-मुक्त बहुभाषी टेक्स्ट-टू-स्पीच के लिए VoxCPM, Rust में निर्मित ऑफ़लाइन ऑफिस सूट के रूप में ElyOffice और सभी कोडिंग एजेंटों को साथ-साथ चलाने के लिए pandacode पर चर्चा करेंगे। वॉइस ऐप्स बनाने वाले, कोडिंग एजेंटों के साथ काम करने वाले या अपने नेटवर्क ट्रैफ़िक की निगरानी करने वाले किसी भी व्यक्ति के लिए यहाँ एक अच्छा मिश्रण है। सरल, उपयोगी टूल्स जिन्हें आप आज ही आज़मा सकते हैं।"
👍 AI प्रगति पर अधिक अपडेट के लिए लाइक, शेयर और सब्सक्राइब करें। अपने विचार और प्रश्न नीचे कमेंट में लिखें!
📌 मुफ़्त AI प्रोजेक्ट अपडेट प्राप्त करें: manuagi.beehiiv.com
📌 महत्वपूर्ण AI उपकरण (संबद्ध लिंक)
🔗 AI वॉइस - try.elevenlabs.io
🔗 Dzine AI मुफ़्त में आज़माएँ: dzine.ai
📌 टाइमस्टैम्प:
00:00 - परिचय भाग
00:56 - VoxCPM: OpenBMB/VoxCPM
01:35 - कौशल: android/skills
02:11 - कर्सर प्लगइन्स: cursor/plugins
02:50 - हिंडसाइट: vectorize-io/hindsight
03:28 - PageIndex : VectifyAI/PageIndex
04:05 - yomado : chekusu/yomado
04:56 - pele : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - पांडाकोड: aicodeking/pandacode
09:33 - ओन्डाइन: wevm/ondine
10:20 - रा-जित: indexable-inc/ra-jit
11:12 - स्निच: aixisstudio/Snitch
11:55 - ओपन-स्क्रीन-शेयरिंग: nekohasekai/open-screen-sharing
12:37 - ईयरशॉट: Leonxlnx/earshot
13:29 - नेट-मर्ज: rohit267/net-merge
14:14 - हाई-मेमोरी: Tencent-Hunyuan/Hy-Memory
📈 एआई ट्यूटोरियल, टिप्स और उद्योग से जुड़ी जानकारियों के लिए सब्सक्राइब करें। लाइक, कमेंट और अपने तकनीकी रूप से जानकार दोस्तों के साथ शेयर करना न भूलें!
टैग:
शीर्ष ओपन-सोर्स GitHub प्रोजेक्ट्स, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex और net-merge, ओपन सोर्स, ओपन सोर्स GitHub प्रोजेक्ट्स, ट्रेंडिंग GitHub प्रोजेक्ट्स, GitHub प्रोजेक्ट्स, डेवलपर टूल्स, डेवलपर उत्पादकता, लोकल टूल्स, लोकल फर्स्ट, CLI टूल्स, सेल्फ होस्टेड, AI एजेंट्स, AI कोडिंग एजेंट्स, AI टूल्स, एजेंट स्किल्स, एजेंट मेमोरी, वर्कफ़्लो ऑटोमेशन, AI वर्कफ़्लो, MCP, RAG, टेक्स्ट टू स्पीच, नेटवर्किंग, सुरक्षा, ऑफिस सूट, Rust, Python
हैशटैग:
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[id] Proyek GitHub Open-Source Terbaik : VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304
👉 AI Agents Studio : youtube.com
"Video ini membahas proyek-proyek open-source GitHub terpopuler minggu ini, yang dipilih untuk produktivitas pengembang yang praktis. Anda akan melihat alat-alat yang mengutamakan lokal yang menyimpan file Anda di mesin Anda sendiri, proyek-proyek yang dibangun untuk kinerja, dan beberapa yang meningkatkan alur kerja agen AI dan pengkodean. Kami melihat VoxCPM untuk text-to-speech multibahasa tanpa tokenizer, ElyOffice sebagai suite perkantoran offline yang dibangun dengan Rust, dan pandacode untuk menjalankan setiap agen pengkodean secara berdampingan. Ada campuran yang bagus di sini untuk siapa pun yang membangun aplikasi suara, bekerja dengan agen pengkodean, atau memantau lalu lintas jaringan mereka. Alat-alat sederhana dan bermanfaat yang dapat Anda coba hari ini."
👍 Sukai, bagikan, dan berlangganan untuk pembaruan lebih lanjut tentang kemajuan AI. Sampaikan pendapat dan pertanyaan Anda di kolom komentar di bawah!
📌 Dapatkan Pembaruan Proyek AI GRATIS: manuagi.beehiiv.com
📌 Alat AI Penting (afiliasi)
🔗 AI Voice - try.elevenlabs.io
🔗Coba Dzine AI GRATIS: dzine.ai
📌 Cap Waktu:
00:00 - Bagian Pendahuluan
00:56 - VoxCPM: OpenBMB/VoxCPM
01:35 - skills: android/skills
02:11 - Plugin Cursor: cursor/plugins
02:50 - hindsight: vectorize-io/hindsight
03:28 - PageIndex: VectifyAI/PageIndex
04:05 - yomado : chekusu/yomado
04:56 - pele : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - pandacode : aicodeking/pandacode
09:33 - ondine : wevm/ondine
10:20 - ra-jit : indexable-inc/ra-jit
11:12 - Snitch : aixisstudio/Snitch
11:55 - open-screen-sharing : nekohasekai/open-screen-sharing
12:37 - earshot : Leonxlnx/earshot
13:29 - net-merge : rohit267/net-merge
14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory
📈 Berlangganan untuk tutorial AI, kiat, dan wawasan industri lainnya. Jangan lupa untuk menyukai, berkomentar, dan berbagi dengan teman-teman Anda yang paham teknologi!
Tag:
Proyek Open-Source GitHub Teratas, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge, open source, proyek open source github, proyek github yang sedang tren, proyek github, alat pengembang, produktivitas pengembang, alat lokal, lokal pertama, alat cli, dihosting sendiri, agen ai, agen pengkodean ai, alat ai, keterampilan agen, memori agen, otomatisasi alur kerja, alur kerja ai, mcp, rag, text-to-speech, jaringan, keamanan, office suite, rust, python
Hashtag:
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[it] I migliori progetti open source su GitHub: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex e net-...
👉 AI Agents Studio: youtube.com
"Questo video presenta i progetti open source più popolari su GitHub questa settimana, selezionati per la loro praticità e produttività come strumenti per sviluppatori. Vedrete strumenti "local-first" che mantengono i file sul vostro computer, progetti ottimizzati per le prestazioni e diversi altri che migliorano i flussi di lavoro con agenti IA e programmazione. Analizziamo VoxCPM per la sintesi vocale multilingue senza tokenizer, ElyOffice come suite per ufficio offline scritta in Rust e pandacode per eseguire tutti gli agenti di programmazione in parallelo. C'è un buon mix per chiunque sviluppi app vocali, lavori con agenti di programmazione o monitori il traffico di rete. Strumenti semplici e utili che potete provare subito."
👍 Metti mi piace, condividi e iscriviti per ulteriori aggiornamenti sui progressi dell'IA. Lascia i tuoi commenti e le tue domande qui sotto!
📌 Ricevi aggiornamenti GRATUITI sui progetti di IA: manuagi.beehiiv.com
📌 Strumenti IA importanti (link affiliato)
🔗 Voce IA - try.elevenlabs.io
🔗 Prova Dzine AI GRATIS: dzine.ai
📌 Indice dei contenuti:
00:00 - Introduzione
00:56 - VoxCPM: OpenBMB/VoxCPM
01:35 - Skill: android/skills
02:11 - Plugin Cursor: cursor/plugins
02:50 - Hindsight: vectorize-io/hindsight
03:28 - PageIndex : VectifyAI/PageIndex
04:05 - yomado : chekusu/yomado
04:56 - pele : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - pandacode : Italiano: aicodeking/pandacode
09:33 - ondine: wevm/ondine
10:20 - ra-jit: indexable-inc/ra-jit
11:12 - Snitch: aixisstudio/Snitch
11:55 - open-screen-sharing: nekohasekai/open-screen-sharing
12:37 - earshot: Leonxlnx/earshot
13:29 - net-merge: rohit267/net-merge
14:14 - Hy-Memory: Tencent-Hunyuan/Hy-Memory
📈 Iscriviti per altri tutorial e suggerimenti sull'IA, e approfondimenti sul settore. Non dimenticate di mettere "Mi piace", commentare e condividere con i vostri amici esperti di tecnologia!
Tag:
I migliori progetti open source su GitHub, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex e net-merge, open source, progetti open source su GitHub, progetti di tendenza su GitHub, progetti GitHub, strumenti per sviluppatori, produttività degli sviluppatori, strumenti locali, local first, strumenti CLI, self-hosted, agenti AI, agenti di codifica AI, strumenti AI, competenze degli agenti, memoria degli agenti, automazione del flusso di lavoro, flusso di lavoro AI, mcp, rag, sintesi vocale, networking, sicurezza, suite per ufficio, rust, python
Hashtag:
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[iw] פרויקטי ה-Open-Source המובילים ב-GitHub: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ו-net-me...
👉 סטודיו לסוכני בינה מלאכותית: youtube.com
"סרטון זה מכסה את פרויקטי הקוד הפתוח המובילים ב-GitHub השבוע, שנבחרו בשל פרודוקטיביות מעשית של מפתחים. תראו כלים מקומיים ששומרים את הקבצים שלכם במחשב שלכם, פרויקטים שנבנו לביצועים, וכמה שמשפרים את זרימות העבודה של סוכני בינה מלאכותית וקידוד. אנו בוחנים את VoxCPM להמרת טקסט לדיבור רב-לשונית ללא טוקנייזר, את ElyOffice כחבילת משרד לא מקוונת המבוססת על Rust, ואת pandacode להפעלת כל סוכני קידוד זה לצד זה. יש כאן שילוב טוב לכל מי שבונה אפליקציות קוליות, עובד עם סוכני קידוד או צופה בתעבורת הרשת שלו. כלים פשוטים ושימושיים שתוכלו לנסות היום."
👍 עשו לייק, שתפו והירשמו לעדכונים נוספים על התקדמות בתחום הבינה המלאכותית. שתפו את מחשבותיכם ושאלותיכם בתגובות למטה!
📌 קבלו עדכונים בחינם על פרויקטים של בינה מלאכותית: manuagi.beehiiv.com
📌 כלי בינה מלאכותית חשובים (שותפים)
🔗 AI Voice - try.elevenlabs.io
🔗 נסו את Dzine AI בחינם: dzine.ai
📌 חותמות זמן:
00:00 - חלק מבוא
00:56 - VoxCPM: OpenBMB/VoxCPM
01:35 - מיומנויות: android/skills
02:11 - תוספים לסמן: cursor/plugins
02:50 - מבט לאחור: vectorize-io/hindsight
03:28 - אינדקס עמודים: VectifyAI/PageIndex
04:05 - יומאדו : chekusu/yomado
04:56 - פלה : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - pandacode : aicodeking/pandacode
09:33 - ondine : wevm/ondine
10:20 - ra-jit : indexable-inc/ra-jit
11:12 - Snitch : aixisstudio/Snitch
11:55 - open-screen-sharing : nekohasekai/open-screen-sharing
12:37 - earshot : Leonxlnx/earshot
13:29 - net-merge : rohit267/net-merge
14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory
📈 הירשמו לעוד מדריכים, טיפים ותובנות בתעשייה על בינה מלאכותית. אל תשכחו לעשות לייק, להגיב ולשתף עם חבריכם הטכנולוגיים!
תגיות:
פרויקטים מובילים בקוד פתוח של GitHub, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ו-net-merge, קוד פתוח, פרויקטים של GitHub בקוד פתוח, פרויקטים פופולריים ב-GitHub, כלי פיתוח, פרודוקטיביות מפתחים, כלים מקומיים, תחילה מקומי, כלי קלי קליטה, אירוח עצמי, סוכני בינה מלאכותית, סוכני קידוד בינה מלאכותית, כלי בינה מלאכותית, כישורי סוכן, זיכרון סוכן, אוטומציה של זרימת עבודה, זרימת עבודה של בינה מלאכותית, mcp, rag, טקסט לדיבור, רשתות, אבטחה, חבילת אופיס, rust, python
האשטגים:
#קוד פתוח #פרויקטים של גית'הוב #מפתח #תכנות #כלי פיתוח #סוכני בינה מלאכותית #קידוד בינה מלאכותית #כישורי סוכן #זיכרוןסוכן #mcp #rag #תחילה מקומית #rust #python #tts
[ja] GitHubの注目オープンソースプロジェクト：VoxCPM、ElyOffice、pandacode、Snitch、PageIndex、net-merge #304
👉 AI Agents Studio : youtube.com
「この動画では、今週最も注目を集めているGitHubのオープンソースプロジェクトを、開発者の生産性向上に役立つツールとして厳選してご紹介します。ローカルファーストでファイルをローカルマシンに保存できるツール、パフォーマンス重視のプロジェクト、そしてAIエージェントとコーディングのワークフローを改善するプロジェクトなどをご紹介します。トークナイザー不要の多言語テキスト読み上げツールであるVoxCPM、Rustで構築されたオフラインオフィススイートであるElyOffice、そしてあらゆるコーディングエージェントを並行して実行できるpandacodeを取り上げます。音声アプリ開発、コーディングエージェントの活用、ネットワークトラフィックの監視など、あらゆるユーザーにとって役立つツールが揃っています。今日からすぐに試せる、シンプルで便利なツールばかりです。」
👍 AIの最新情報をもっと知りたい方は、ぜひ「いいね！」、シェア、チャンネル登録をお願いします。ご意見やご質問は下のコメント欄にお寄せください！
📌 AIプロジェクトの最新情報を無料で入手：manuagi.beehiiv.com
📌 重要なAIツール（アフィリエイトリンク）
🔗 AI Voice - try.elevenlabs.io
🔗 Dzine AIを無料で試す：dzine.ai
📌 タイムスタンプ：
00:00 - イントロ
00:56 - VoxCPM：OpenBMB/VoxCPM
01:35 - skills：android/skills
02:11 - Cursor plugins：cursor/plugins
02:50 - hindsight：vectorize-io/hindsight
03:28 - PageIndex： VectifyAI/PageIndex
04:05 - yomado : chekusu/yomado
04:56 - pele : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - pandacode : aicodeking/pandacode
09:33 - ondine : wevm/ondine
10:20 - ra-jit : indexable-inc/ra-jit
11:12 - Snitch : aixisstudio/Snitch
11:55 - open-screen-sharing : nekohasekai/open-screen-sharing
12:37 - earshot : Leonxlnx/earshot
13:29 - net-merge : rohit267/net-merge
14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory
📈 AIチュートリアル、ヒント、業界情報など、さらに多くの情報をお見逃しなく！チャンネル登録をお願いします。ぜひ「いいね！」やコメント、そしてテクノロジーに詳しいお友達とのシェアをお願いします！
タグ： 人気のオープンソースGitHubプロジェクト、VoxCPM、ElyOffice、pandacode、Snitch、PageIndex & net-merge、オープンソース、オープンソースGitHubプロジェクト、トレンドのGitHubプロジェクト、GitHubプロジェクト、開発者ツール、開発者の生産性、ローカルツール、ローカルファースト、CLIツール、セルフホスティング、AIエージェント、AIコーディングエージェント、AIツール、エージェントスキル、エージェントメモリ、ワークフロー自動化、AIワークフロー、MCP、RAG、テキスト読み上げ、ネットワーク、セキュリティ、オフィススイート、Rust、Python
ハッシュタグ：
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[ko] 이번 주 최고의 오픈소스 GitHub 프로젝트: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304
👉 AI 에이전트 스튜디오 : youtube.com
"이 영상에서는 이번 주 개발자 생산성 향상에 도움이 되는 인기 오픈소스 GitHub 프로젝트들을 소개합니다. 파일을 로컬에 저장하는 로컬 우선 도구, 성능 최적화 프로젝트, AI 에이전트 및 코딩 워크플로우 개선 도구 등 다양한 프로젝트를 만나볼 수 있습니다. 토크나이저 없이 다국어 텍스트 음성 변환을 지원하는 VoxCPM, Rust로 개발된 오프라인 오피스 스위트 ElyOffice, 그리고 모든 코딩 에이전트를 동시에 실행할 수 있는 pandacode를 살펴봅니다. 음성 앱 개발자, 코딩 에이전트 사용자, 네트워크 트래픽 분석가 등 다양한 분야의 전문가에게 유용한 도구들이 포함되어 있습니다. 지금 바로 사용해 볼 수 있는 간단하고 유용한 도구들입니다."
👍 좋아요, 공유, 구독 부탁드립니다! AI 발전 동향에 대한 더 많은 소식을 받아보세요. 댓글에 의견이나 질문을 남겨주세요!
📌 무료 AI 프로젝트 업데이트 받기: manuagi.beehiiv.com
📌 주요 AI 도구 (제휴 링크)
🔗 AI Voice - try.elevenlabs.io
🔗 Dzine AI 무료 체험: dzine.ai
📌 타임스탬프:
00:00 - 소개
00:56 - VoxCPM: OpenBMB/VoxCPM
01:35 - 스킬: android/skills
02:11 - 커서 플러그인: cursor/plugins
02:50 - hindsight: vectorize-io/hindsight
03:28 - PageIndex: VectifyAI/PageIndex
04:05 - yomado : chekusu/yomado
04:56 - pele : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - zero-breach : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - pandacode : aicodeking/pandacode
09:33 - ondine : wevm/ondine
10:20 - ra-jit : indexable-inc/ra-jit
11:12 - Snitch : aixisstudio/Snitch
11:55 - open-screen-sharing : nekohasekai/open-screen-sharing
12:37 - earshot : Leonxlnx/earshot
13:29 - net-merge : rohit267/net-merge
14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory
📈 더 많은 AI 튜토리얼, 팁, 업계 인사이트를 보려면 구독하세요. 기술에 정통한 친구들과 좋아요, 댓글, 공유를 잊지 마세요!
태그:
주요 오픈소스 GitHub 프로젝트, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge, 오픈소스, 오픈소스 GitHub 프로젝트, 인기 GitHub 프로젝트, GitHub 프로젝트, 개발자 도구, 개발자 생산성, 로컬 도구, 로컬 우선, CLI 도구, 자체 호스팅, AI 에이전트, AI 코딩 에이전트, AI 도구, 에이전트 스킬, 에이전트 메모리, 워크플로 자동화, AI 워크플로, MCP, RAG, 텍스트 음성 변환, 네트워킹, 보안, 오피스 스위트, Rust, Python
해시태그:
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[ml] മുൻനിര ഓപ്പൺ-സോഴ്സ് GitHub പ്രോജക്ടുകൾ : VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-m...
👉 AI ഏജന്റ്സ് സ്റ്റുഡിയോ : youtube.com
"ഈ വീഡിയോയിൽ ഈ ആഴ്ചയിലെ ഏറ്റവും മികച്ച ട്രെൻഡിംഗ് ഓപ്പൺ സോഴ്സ് GitHub പ്രോജക്റ്റുകൾ ഉൾപ്പെടുന്നു, പ്രായോഗിക ഡെവലപ്പർ ഉൽപ്പാദനക്ഷമതയ്ക്കായി തിരഞ്ഞെടുത്തത്. നിങ്ങളുടെ ഫയലുകൾ നിങ്ങളുടെ സ്വന്തം മെഷീനിൽ സൂക്ഷിക്കുന്ന ലോക്കൽ-ഫസ്റ്റ് ടൂളുകൾ, പ്രകടനത്തിനായി നിർമ്മിച്ച പ്രോജക്ടുകൾ, AI ഏജന്റും കോഡിംഗ് വർക്ക്ഫ്ലോകളും മെച്ചപ്പെടുത്തുന്ന നിരവധി ടൂളുകൾ നിങ്ങൾ കാണും. ടോക്കണൈസർ-രഹിത ബഹുഭാഷാ ടെക്സ്റ്റ്-ടു-സ്പീച്ചിനായി VoxCPM, റസ്റ്റിൽ നിർമ്മിച്ച ഒരു ഓഫ്ലൈൻ ഓഫീസ് സ്യൂട്ടായി ElyOffice, ഓരോ കോഡിംഗ് ഏജന്റും അടുത്തടുത്തായി പ്രവർത്തിപ്പിക്കുന്നതിനുള്ള പാണ്ടകോഡ് എന്നിവ ഞങ്ങൾ പരിശോധിക്കുന്നു. വോയ്സ് ആപ്പുകൾ നിർമ്മിക്കുന്നതിനോ, കോഡിംഗ് ഏജന്റുകളുമായി പ്രവർത്തിക്കുന്നതിനോ അല്ലെങ്കിൽ അവരുടെ നെറ്റ്വർക്ക് ട്രാഫിക് കാണുന്നതിനോ ഏതൊരാൾക്കും ഇവിടെ നല്ലൊരു മിശ്രിതമുണ്ട്. ഇന്ന് തന്നെ നിങ്ങൾക്ക് പരീക്ഷിക്കാവുന്ന ലളിതവും ഉപയോഗപ്രദവുമായ ഉപകരണങ്ങൾ."
👍 AI പുരോഗതികളെക്കുറിച്ചുള്ള കൂടുതൽ അപ്ഡേറ്റുകൾക്കായി ലൈക്ക് ചെയ്യുക, പങ്കിടുക, സബ്സ്ക്രൈബ് ചെയ്യുക. താഴെയുള്ള അഭിപ്രായങ്ങളിൽ നിങ്ങളുടെ ചിന്തകളും ചോദ്യങ്ങളും ഇടുക!
📌 സൗജന്യ AI പ്രോജക്റ്റ് അപ്ഡേറ്റുകൾ നേടുക : manuagi.beehiiv.com
📌 പ്രധാനപ്പെട്ട AI ടൂളുകൾ (അഫിലിയേറ്റ്)
🔗 AI വോയ്സ് - try.elevenlabs.io
🔗Dzine AI സൗജന്യമായി പരീക്ഷിക്കൂ : dzine.ai
📌 ടൈംസ്റ്റാമ്പുകൾ :
00:00 - ആമുഖ ഭാഗം
00:56 - VoxCPM : OpenBMB/VoxCPM
01:35 - കഴിവുകൾ : android/skills
02:11 - കഴ്സർ പ്ലഗിനുകൾ : cursor/plugins
02:50 - hindsight : vectorize-io/hindsight
03:28 - പേജ്ഇൻഡക്സ് : VectifyAI/PageIndex
04:05 - യോമാഡോ : chekusu/yomado
04:56 - പേർ : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - പൂജ്യം-ലംഘനം : interplains/zero-breach
08:08 - tv-detox : Ansub/tv-detox
08:47 - പാൻഡാകോഡ് : aicodeking/pandacode
09:33 - ondine : wevm/ondine
10:20 - ra-jit : indexable-inc/ra-jit
11:12 - Snitch : aixisstudio/Snitch
11:55 - open-screen-sharing : nekohasekai/open-screen-sharing
12:37 - earshot : Leonxlnx/earshot
13:29 - net-merge : rohit267/net-merge
14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory
📈 കൂടുതൽ AI ട്യൂട്ടോറിയലുകൾ, നുറുങ്ങുകൾ, വ്യവസായ ഉൾക്കാഴ്ചകൾ എന്നിവയ്ക്കായി സബ്സ്ക്രൈബുചെയ്യുക. ടെക് പരിജ്ഞാനമുള്ള നിങ്ങളുടെ സുഹൃത്തുക്കളുമായി ലൈക്ക് ചെയ്യാനും കമന്റ് ചെയ്യാനും പങ്കിടാനും മറക്കരുത്!
ടാഗുകൾ:
ടോപ്പ് ഓപ്പൺ സോഴ്സ് ഗിറ്റ്ഹബ് പ്രോജക്റ്റുകൾ, വോക്സ്സിപിഎം, എലിഓഫീസ്, പാൻഡാകോഡ്, സ്നിച്ച്, പേജ്ഇൻഡക്സ് & നെറ്റ്-മെർജ്, ഓപ്പൺ സോഴ്സ്, ഓപ്പൺ സോഴ്സ് ഗിറ്റ്ഹബ് പ്രോജക്റ്റുകൾ, ട്രെൻഡിംഗ് ഗിറ്റ്ഹബ് പ്രോജക്റ്റുകൾ, ഗിറ്റ്ഹബ് പ്രോജക്റ്റുകൾ, ഡെവലപ്പർ ടൂളുകൾ, ഡെവലപ്പർ പ്രൊഡക്ടിവിറ്റി, ലോക്കൽ ടൂളുകൾ, ലോക്കൽ ഫസ്റ്റ്, ക്ലി ടൂളുകൾ, സെൽഫ് ഹോസ്റ്റഡ്, എഐ ഏജന്റുകൾ, എഐ കോഡിംഗ് ഏജന്റുകൾ, എഐ ടൂളുകൾ, ഏജന്റ് കഴിവുകൾ, ഏജന്റ് മെമ്മറി, വർക്ക്ഫ്ലോ ഓട്ടോമേഷൻ, എഐ വർക്ക്ഫ്ലോ, എംസിപി, റാഗ്, ടെക്സ്റ്റ് ടു സ്പീച്ച്, നെറ്റ്വർക്കിംഗ്, സുരക്ഷ, ഓഫീസ് സ്യൂട്ട്, റസ്റ്റ്, പൈത്തൺ
ഹാഷ്ടാഗുകൾ:
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[nl-NL] Beste open-source GitHub-projecten: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304
👉 AI Agents Studio: youtube.com
"Deze video behandelt de meest trending open-source GitHub-projecten van deze week, geselecteerd op basis van praktische productiviteit voor ontwikkelaars. Je ziet tools die primair lokaal werken en je bestanden op je eigen computer bewaren, projecten die zijn ontworpen voor prestaties en verschillende projecten die AI-agent- en codeerworkflows verbeteren. We bekijken VoxCPM voor tokenizer-vrije meertalige tekst-naar-spraak, ElyOffice als een offline kantoorsuite gebouwd in Rust, en pandacode voor het naast elkaar uitvoeren van alle codeeragents. Er is een goede mix voor iedereen die spraakapps bouwt, met codeeragents werkt of hun netwerkverkeer in de gaten houdt. Simpele, nuttige tools die je vandaag nog kunt uitproberen."
👍 Like, deel en abonneer je voor meer updates over AI-ontwikkelingen. Laat je gedachten en vragen achter in de reacties hieronder!
📌 Ontvang GRATIS updates over AI-projecten: manuagi.beehiiv.com
📌 Belangrijke AI-tools (affiliate)
🔗 AI Voice - try.elevenlabs.io
🔗 Probeer Dzine AI GRATIS: dzine.ai
📌 Tijdstempels:
00:00 - Introductie
00:56 - VoxCPM: OpenBMB/VoxCPM
01:35 - Skills: android/skills
02:11 - Cursor-plugins: cursor/plugins
02:50 - Hindsight: vectorize-io/hindsight
03:28 - PageIndex: VectifyAI/PageIndex
04:05 - yomado: chekusu/yomado
04:56 - pele: obsidianmd/pele
05:33 - ascii-sharks: stackedlol/ascii-sharks
06:08 - EAGLE-4: eagle-hq/EAGLE-4
06:48 - ElyOffice: ELY-Open-Source/ElyOffice
07:27 - zero-breach: interplains/zero-breach
08:08 - tv-detox: Ansub/tv-detox
08:47 - pandacode: aicodeking/pandacode
09:33 - ondine: wevm/ondine
10:20 - ra-jit: indexable-inc/ra-jit
11:12 - Snitch: aixisstudio/Snitch
11:55 - open-screen-sharing: nekohasekai/open-screen-sharing
12:37 - earshot: Leonxlnx/earshot
13:29 - net-merge: rohit267/net-merge
14:14 - Hy-Memory: Tencent-Hunyuan/Hy-Memory
📈 Abonneer je voor meer AI-tutorials, tips en inzichten uit de branche. Vergeet niet te liken, te reageren en te delen met je technisch onderlegde vrienden!
Tags: Top Open-Source GitHub Projects, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge, open source, open source github projects, trending github projects, github projects, developer tools, developer productivity, local tools, local first, cli tools, self hosted, ai agents, ai coding agents, ai tools, agent skills, agent memory, workflow automation, ai workflow, mcp, rag, text to speech, networking, security, office suite, rust, python
Hashtags:
#opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts
[pa] ਚੋਟੀ ਦੇ ਓਪਨ-ਸੋਰਸ GitHub ਪ੍ਰੋਜੈਕਟ: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ਅਤੇ net-merge #304
👉 AI ਏਜੰਟ ਸਟੂਡੀਓ : youtube.com
"ਇਹ ਵੀਡੀਓ ਇਸ ਹਫ਼ਤੇ ਪ੍ਰੈਕਟੀਕਲ ਡਿਵੈਲਪਰ ਉਤਪਾਦਕਤਾ ਲਈ ਚੁਣੇ ਗਏ ਚੋਟੀ ਦੇ ਟ੍ਰੈਂਡਿੰਗ ਓਪਨ-ਸੋਰਸ GitHub ਪ੍ਰੋਜੈਕਟਾਂ ਨੂੰ ਕਵਰ ਕਰਦਾ ਹੈ। ਤੁਸੀਂ ਸਥਾਨਕ-ਪਹਿਲੇ ਟੂਲ ਦੇਖੋਗੇ ਜੋ ਤੁਹਾਡੀਆਂ ਫਾਈਲਾਂ ਨੂੰ ਤੁਹਾਡੀ ਆਪਣੀ ਮਸ਼ੀਨ 'ਤੇ ਰੱਖਦੇ ਹਨ, ਪ੍ਰਦਰਸ਼ਨ ਲਈ ਬਣਾਏ ਗਏ ਪ੍ਰੋਜੈਕਟ, ਅਤੇ ਕਈ ਜੋ AI ਏਜੰਟ ਅਤੇ ਕੋਡਿੰਗ ਵਰਕਫਲੋ ਨੂੰ ਬਿਹਤਰ ਬਣਾਉਂਦੇ ਹਨ। ਅਸੀਂ ਟੋਕਨਾਈਜ਼ਰ-ਮੁਕਤ ਬਹੁ-ਭਾਸ਼ਾਈ ਟੈਕਸਟ-ਟੂ-ਸਪੀਚ ਲਈ VoxCPM, Rust ਵਿੱਚ ਬਣੇ ਇੱਕ ਔਫਲਾਈਨ ਆਫਿਸ ਸੂਟ ਵਜੋਂ ElyOffice, ਅਤੇ ਹਰੇਕ ਕੋਡਿੰਗ ਏਜੰਟ ਨੂੰ ਨਾਲ-ਨਾਲ ਚਲਾਉਣ ਲਈ pandacode ਨੂੰ ਦੇਖਦੇ ਹਾਂ। ਇੱਥੇ ਵੌਇਸ ਐਪਸ ਬਣਾਉਣ, ਕੋਡਿੰਗ ਏਜੰਟਾਂ ਨਾਲ ਕੰਮ ਕਰਨ, ਜਾਂ ਉਨ੍ਹਾਂ ਦੇ ਨੈੱਟਵਰਕ ਟ੍ਰੈਫਿਕ ਨੂੰ ਦੇਖਣ ਵਾਲੇ ਕਿਸੇ ਵੀ ਵਿਅਕਤੀ ਲਈ ਇੱਕ ਵਧੀਆ ਮਿਸ਼ਰਣ ਹੈ। ਸਧਾਰਨ, ਉਪਯੋਗੀ ਟੂਲ ਜੋ ਤੁਸੀਂ ਅੱਜ ਹੀ ਅਜ਼ਮਾ ਸਕਦੇ ਹੋ।"
👍 AI ਤਰੱਕੀਆਂ ਬਾਰੇ ਹੋਰ ਅਪਡੇਟਾਂ ਲਈ ਪਸੰਦ ਕਰੋ, ਸਾਂਝਾ ਕਰੋ ਅਤੇ ਗਾਹਕ ਬਣੋ। ਹੇਠਾਂ ਟਿੱਪਣੀਆਂ ਵਿੱਚ ਆਪਣੇ ਵਿਚਾਰ ਅਤੇ ਸਵਾਲ ਛੱਡੋ!
📌 ਮੁਫ਼ਤ AI ਪ੍ਰੋਜੈਕਟ ਅੱਪਡੇਟ ਪ੍ਰਾਪਤ ਕਰੋ: manuagi.beehiiv.com
📌 ਮਹੱਤਵਪੂਰਨ AI ਟੂਲ (ਐਫੀਲੀਏਟ)
🔗 AI ਵੌਇਸ - try.elevenlabs.io
🔗Dzine AI ਮੁਫ਼ਤ ਅਜ਼ਮਾਓ: dzine.ai
📌 ਟਾਈਮਸਟੈਂਪ:
00:00 - ਜਾਣ-ਪਛਾਣ ਭਾਗ
00:56 - VoxCPM: OpenBMB/VoxCPM
01:35 - ਹੁਨਰ: android/skills
02:11 - ਕਰਸਰ ਪਲੱਗਇਨ: cursor/plugins
02:50 - hindsight: vectorize-io/hindsight
03:28 - PageIndex: VectifyAI/PageIndex
04:05 - ਯੋਮਾਡੋ : chekusu/yomado
04:56 - ਪੇਲੇ : obsidianmd/pele
05:33 - ascii-sharks : stackedlol/ascii-sharks
06:08 - EAGLE-4 : eagle-hq/EAGLE-4
06:48 - ElyOffice : ELY-Open-Source/ElyOffice
07:27 - ਜ਼ੀਰੋ-ਬ੍ਰੀਚ : interplains/zero-breach
08:08 - ਟੀਵੀ-ਡੀਟੌਕਸ : Ansub/tv-detox
08:47 - ਪਾਂਡਾਕੋਡ : aicodeking/pandacode
09:33 - ਓਂਡਾਈਨ : wevm/ondine
10:20 - ra-jit : indexable-inc/ra-jit
11:12 - Snitch : aixisstudio/Snitch
11:55 - ਓਪਨ-ਸਕ੍ਰੀਨ-ਸ਼ੇਅਰਿੰਗ : nekohasekai/open-screen-sharing
12:37 - ਈਅਰਸ਼ਾਟ : Leonxlnx/earshot
13:29 - net-merge : rohit267/net-merge
14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory
📈 ਹੋਰ AI ਟਿਊਟੋਰਿਅਲ, ਸੁਝਾਅ, ਅਤੇ ਉਦਯੋਗ ਸੂਝ ਲਈ ਗਾਹਕ ਬਣੋ। ਆਪਣੇ ਤਕਨੀਕੀ-ਸਮਝਦਾਰ ਦੋਸਤਾਂ ਨਾਲ ਪਸੰਦ, ਟਿੱਪਣੀ ਅਤੇ ਸਾਂਝਾ ਕਰਨਾ ਨਾ ਭੁੱਲੋ!
ਟੈਗਸ:
ਟੌਪ ਓਪਨ-ਸੋਰਸ ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ, ਵੌਕਸਸੀਪੀਐਮ, ਈਲੀਆਫਿਸ, ਪਾਂਡਾਕੋਡ, ਸਨਿਚ, ਪੇਜਇੰਡੈਕਸ ਅਤੇ ਨੈੱਟ-ਮਰਜ, ਓਪਨ ਸੋਰਸ, ਓਪਨ ਸੋਰਸ ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ, ਟ੍ਰੈਂਡਿੰਗ ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ, ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ, ਡਿਵੈਲਪਰ ਟੂਲਸ, ਡਿਵੈਲਪਰ ਉਤਪਾਦਕਤਾ, ਲੋਕਲ ਟੂਲਸ, ਲੋਕਲ ਫਸਟ, ਸੀਐਲਆਈ ਟੂਲਸ, ਸੈਲਫ ਹੋਸਟਡ, ਏਆਈ ਏਜੰਟ, ਏਆਈ ਕੋਡਿੰਗ ਏਜੰਟ, ਏਆਈ ਟੂਲਸ, ਏਜੰਟ ਸਕਿੱਲਸ, ਏਜੰਟ ਮੈਮੋਰੀ, ਵਰਕਫਲੋ ਆਟੋਮੇਸ਼ਨ, ਏਆਈ ਵਰਕਫਲੋ, ਐਮਸੀਪੀ, ਰੈਗ, ਟੈਕਸਟ ਟੂ ਸਪੀਚ, ਨੈੱਟਵਰਕਿੰਗ, ਸੁਰੱਖਿਆ, ਆਫਿਸ ਸੂਟ, ਰਸਟ, ਪਾਈਥਨ
ਹੈਸ਼ਟੈਗਸ:
#ਓਪਨਸੋਰਸ #ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ #ਡਿਵੈਲਪਰ #ਪ੍ਰੋਗਰਾਮਿੰਗ #ਡੇਵਟੂਲਸ #ਏਏਜੈਂਟਸ #ਏਕੋਡਿੰਗ #ਏਜੈਂਟਸਕਿੱਲਸ #ਏਜੈਂਟਮੈਮੋਰੀ #ਐਮਸੀਪੀ #ਰੈਗ #ਲੋਕਲਫਸਟ #ਰਸਟ #ਪਾਈਥਨ #ਟੀਟੀਐਸ
[pl] Najlepsze projekty open-source na GitHubie: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex i net...
👉 AI Agents Studio: youtube.com
„Ten film omawia najpopularniejsze w tym tygodniu projekty open source na GitHubie, wybrane ze względu na praktyczną produktywność programistów. Zobaczysz narzędzia lokalne, które przechowują pliki na Twoim komputerze, projekty zbudowane z myślą o wydajności oraz kilka, które usprawniają pracę agentów AI i przepływy pracy programistów. Przyjrzymy się VoxCPM, wielojęzycznemu syntezatorowi mowy bez tokenizatora, ElyOffice, pakietowi biurowemu offline stworzonemu w Rust, oraz pandacode, który umożliwia jednoczesne uruchamianie wszystkich agentów programistów. Znajdziesz tu dobry wybór dla każdego, kto tworzy aplikacje głosowe, pracuje z agentami programistycznymi lub monitoruje ruch sieciowy. Proste, przydatne narzędzia, które możesz wypróbować już dziś.”
👍 Polub, udostępnij i zasubskrybuj, aby otrzymywać więcej informacji o postępach w dziedzinie AI. Podziel się swoimi przemyśleniami i pytaniami w komentarzach poniżej!
📌 Otrzymuj BEZPŁATNE aktualizacje projektów AI: manuagi.beehiiv.com
📌 Ważne narzędzia AI (program partnerski)
🔗 Głos AI - try.elevenlabs.io
🔗 Wypróbuj D
61 likes · 3 comments · 5,979 views
Mentions
How to store agent states across restarts? Adam Lewis framed the practical problem in a dev.to comment on 30 September 2026: "Where does the halfway state live when you close the terminal, is it in the message list or reconstructed from the repo each time it starts?" He then identified the difficult part: "saving the transcript is easy and the plan the agent was carrying is hard. If the plan is implied by the files it has already touched, restarting is re-deriving it." (comment) Store four kinds of state separately. Run state goes in a database-backed framework checkpointer or session service, the current plan goes explicitly inside that state, tool calls in flight get an outcome status and an idempotency key derived from stable intent, and learned memory lives outside the individual run. > TL;DR > > - A restart must preserve four things: run state, the agent's current plan, tool calls in flight, and what the agent learned. In the LangGraph, Google ADK, and OpenAI Agents SDK documentation read on 2 November 2026, the in-memory storage option loses state at restart, while each framework documents a persistent alternative. > - An operation that started but did not report completion has an unknown outcome. It should not be retried blindly or allowed to block later work. Changes in Codex and Hy-Memory separated that condition from ordinary retryable failure in October 2026. > - A retry is safe only when the called service enforces an idempotency key derived from stable intent. ADK says resumed tools run "at least once" and may run more than once. > - Run state belongs in the framework's persistent execution facility. Learned memory belongs outside one run. LangGraph documents these as separate systems: checkpointers persist graph state, while stores hold application-defined data outside it. Mnemoverse (the author's company) makes a memory layer of the kind described in the section on what an agent learned. What does an agent have to keep across a restart? Run state is the durable record of where one execution is, including the data needed to continue it. A checkpoint is a persisted snapshot of run state from which execution can continue or replay. LangGraph describes the mechanism directly: "Checkpointers persist a thread's graph state as checkpoints." (source) A side effect is an externally visible change caused by a tool call, such as sending a message or writing to another service. An unknown outcome is a call state in which the agent knows an operation started but cannot tell whether its side effect committed. An idempotency key is a stable operation identifier that the called service checks to prevent the same intended effect from being applied twice. Temporal notes that such protection is enforced by the called service, "not by the Activity itself." (source) Learned memory is information retained for later threads or sessions rather than for continuing one current execution. These records answer different recovery questions: where execution should continue, what plan the agent was following, which external actions completed, failed or remain uncertain, and what the agent should still know in a later session. A Hugging Face forum question from 2 January 2026 asked whether developers "struggle with preserving deterministic agent state across restarts?" (thread). The difficulty is not one missing database. It is the need to represent each state explicitly. If the agent is a coding tool you use rather than one you build, see What survives when AI agents restart? Persistent agent state APIs: where do LangGraph, ADK and the OpenAI Agents SDK keep run state? | Framework and documentation | What in-memory storage loses at restart | Documented persistent facility | What else matters | |---|---|---|---| | Google ADK, read 2 November 2026 | InMemorySessionService: "All conversation data is lost if the application restarts." InMemoryMemoryService: "None, data is lost on restart". | DatabaseSessionService: "Data survives application restarts." | temp: state is discarded after an invocation. user: and app: state stored in memory is lost at restart. Resume is available in ADK Python 1.16 and higher, reinstates completed events, and continues from partially completed state. Resume is not supported by default for Custom Agents. (session, memory, state, resume) | | LangGraph, read 2 November 2026 | "MemorySaver and InMemorySaver store checkpoints in RAM. When the process restarts, all checkpoints are lost." | A database-backed checkpointer for run state and a database-backed store for cross-thread data. | A checkpointer saves graph state at each super-step. Cooperative shutdown can finish the current super-step and save a resumable checkpoint. A node already running finishes before draining takes effect. (persistence, memory, fault tolerance) | | OpenAI Agents SDK, read 2 November 2026 | SQLiteSession without a file path uses an "In-memory database (lost when process ends)". | SQLiteSession with a file uses a "Persistent file-based database". A suspended run can be represented by durable RunState. | Serialized RunState includes approval decisions, pending tool calls, and tool arguments. The documentation says loading does "not authenticate the snapshot or the person submitting it." (sessions, human in the loop) | From each framework's own documentation, read on 2 November 2026. Examples, not a full list of backends. The row order is alphabetical, not evaluative. Anis Meziani described the operational default in his own ADK-based system: "And if you don't configure where sessions live, ADK falls back to an in-memory session service." In a later comment he wrote that ADK has three in-memory defaults, covering sessions, long-term memory, and artifacts; that is his reading, not an independent claim here about every ADK facility (article, comment). Why is saving the conversation not enough to resume an agent? A persistent conversation database solves only part of recovery. Meziani put the boundary plainly: "Postgres alone doesn't save the half-finished task. It saves the conversation. The run that was in flight still dies with the pod." (comment) A conventional workflow can resume from a named step because its control path is explicit. An agent may choose its next action from model output and current context. Meziani wrote, "With an LLM agent, there is no step 3." Max Quimby made the related point that "you can't cleanly resume a non-deterministic trajectory" (article, comment). The practical response is to persist the plan explicitly. Record the current objective, completed step identifiers, pending branches, and required inputs in run state, and update that record at each durable boundary. ADK's guidance for resumable custom logic says to "generate and save the agent state for each completed step of the agent's overall task." (source) Do not put a resumable plan in ADK temp: state. ADK says that state is "Discarded after the invocation completes and does not carry over to the next one." (source) Without the original input and an explicit plan, recovery has to infer intent from the transcript and observed effects. Meziani summarized his own incident: "What was missing wasn't observability. It was the input." (source) What happens to a tool call that was running when the agent restarted? The dangerous interval is after the external service commits but before the agent records success. Temporal gives a direct example: "The Activity function completes successfully, but the Worker crashes just before it notifies the Temporal Service." The event history then lacks completion, "so the Activity will be retried." Completed activities do not execute again during workflow replay, and failed workflow execution continues from the last recorded event (activity definition, workflow execution). LangGraph documents a related boundary at graph-node level. If one node fails during a super-step, pending writes from other nodes that completed successfully are stored, and resuming that super-step does not rerun those successful nodes. Replay from an earlier checkpoint re-executes later nodes, "including any LLM calls, API requests, or interrupts". LangGraph also records failure provenance (checkpointers, fault tolerance). ADK states that Resume runs tools "at least once, and may run more than once when resuming a workflow." It tells developers whose tools can cause harmful duplicates to make the tool check for and prevent them (source). Meziani's system records invocation rather than waiting for a response: "We count the call, not the response." Its tools_executed field distinguishes no call, confirmed calls, and uncertain calls. He treats an uncertain call as "probably something" because the cost of the two errors differs: "Refusing a safe relaunch costs a click. Approving an unsafe one costs a duplicate email to a customer." (Fix 7) Changes in two projects in October 2026 show how that status becomes operational: - On 16 October, Codex PR #54664 distinguished transient errors "known to be safe to retry" from writes "that may already have committed". It also states: "Recovery remains the operation owner's responsibility; neither category automatically triggers retries." - A Hy-Memory issue opened on 17 October described extraction tasks left as unknown after a network interruption. The reporter expected the endpoint's backlog_pending value to match the database and reported reinstallation as the only recovery they had found. A maintainer linked PR #27 and closed the issue that day. - PR #27 preserved unknown rows for reconciliation so one uncertain write would not freeze later writes from the same source. It retried an unresolved first attempt once after reconciliation, then parked a second unknown result for explicit recovery. The PR says: "This does not blindly treat unknown as definitely unsent." - Hy-Memory PR #63, merged on 18 October, separated waiting for model activation from timed retry. Its prior path returned the backlog to pending every minute without attempting a provider call. The change readmitted those rows after successful activation. A durable write record therefore needs at least four states: completed, safe to retry, outcome unknown, and waiting for an event. Each needs a separate recovery branch. A queue counter that cannot represent unknown work can look empty while progress has stopped. How do I make a retried step safe to run twice? Temporal recommends idempotent activities. Its suggested key combines Workflow Run ID and Activity ID because that pair remains stable across retry attempts while differing between workflow executions (source). The key must identify intent, not whichever arguments the model generated this time. Quimby described effectful tools that compute a key from arguments. Meziani identified the failure mode: "a key hashed from the args breaks when the LLM rewrites them on replay. The key has to come from stable intent, never from generated content." He cited provider message identity, a content digest for dataset imports, and human approval for outbound campaigns as examples from his system (discussion). A forum respondent described another useful pattern: "I store the outputs of anything nondeterministic, like tool calls and external requests, so a replay reads the stored result rather than calling the outside world again." The same system gives each step an identifier so retries do not duplicate side effects (thread). Retries can also hide inside transport code. Meziani reported that the ApowerB runtime built on ADK resent the same request after a 429 up to twice without checking whether a streamed function call had already passed. This describes ApowerB code, not ADK behavior. His resulting rule was: "once a call has passed, forward the 429 and let a human decide." The author of this article suggested that the forwarded error could identify calls already completed in that turn (Meziani, Izgorodin). Meziani also names the boundary of his approach: "A replay is a new run that cites the original". His system did not yet provide true mid-flight resume that reused completed tool results (source). Where should what the agent learned live? Learned information should survive beyond one execution. It should not depend on whether a particular run remains resumable. LangGraph separates these responsibilities: "Stores persist application-defined data outside the graph state." It recommends stores for "long-term, cross-thread memory, including user preferences, facts, and shared knowledge", with a database-backed store for production (persistence, memory). ADK likewise distinguishes sessions, state, and memory. Its in-memory memory service loses data at restart, and state with user: or app: scope, which can span conversations, is lost at restart when its in-memory service holds it (memory, state). An external memory layer is another option. Mnemoverse is one example for learned memory. Its REST POST /memory/write accepts an external_ref, described as a client-provided unique reference for idempotent writes. A write that reuses one is answered with 409 CONFLICT, and the reference can be looked up to recover an atom identifier after restart. The documented /memory/write-batch route accepts an Idempotency-Key; retrying with the same key after a dropped response returns the cached response instead of writing the batch twice. An external_ref derived from stable intent, such as a decision and its date rather than model-generated wording, applies the same rule used for effectful tools. What changes when the code is upgraded between the crash and the restart? A stored execution may outlive the code that created it. ADK gives a direct warning: "Do not modify a stopped agent workflow before resuming it." (source) Schema compatibility needs the same attention. Debashish Ghosal, replying to the author of this article about his own recovery guard, wrote: "So the guard is build-vs-manifest, and the restore path never reads alembic_version from the target DB." He agreed that the rolling deployment window is the gap, because an old pod could restore into a database one revision ahead (comment). A recovery check should compare checkpoint metadata with the database and schema into which it will restore, not only with the application build. During a rollout, old and new processes may write the same durable state. Compatibility rules must cover that overlap. How do I test that agent state survives a restart? Treat restart recovery as a fault-injection test, not as a database connectivity check. 1. Kill the process during an effectful tool call. Restart it and verify that the external effect exists once. Confirm that the call is recorded as completed or unknown rather than silently repeated. 2. Kill the process between plan steps. Verify that execution continues from the recorded step and plan. It should not infer a fresh trajectory solely from the transcript. 3. Write a user preference, then start a new thread after restart. Verify that cross-session memory still contains the preference. 4. Run a negative control with the documented in-memory option. It should lose state. If it does not, the test may be exercising an unintended persistent component. Meziani proposes the same basic fault injection in his own walkthrough: "kill the container mid-run, restart it, and watch the session come back." (source) What this article does not claim No performance figure is given for any framework or product. The frameworks in the table are examples, and only their own documentation is quoted, as read on 2 November 2026. This article tests none of them. Practitioners' accounts describe their own systems and code. The four recovery tests are proposals, not a description of any team's test suite. --- Sources and method. Every quotation was read on 2 November 2026 with two instruments, a browser-like request and a reader service with its cache off (dev.to comments and the article also through the dev.to API, the GitHub pull requests and the issue also through the GitHub API); a made-up address on each host answered 404 as a control. The text describes those pages as of that date. A longer version, with the common questions and the full list of sources, is in the Mnemoverse documentation library: How to store agent states across restarts? Edward Izgorodin · Mnemoverse · 2026-11-02
@HermesWatcher I am very pleased with Tencent-Hunyuan/Hy-Memory with glm5.3 flash as the search from my spark
Top Open-Source GitHub Projects : VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304 👉 AI Agents Studio : youtube.com "This video covers the top trending open-source GitHub projects this week, picked for practical developer productivity. You’ll see local-first tools that keep your files on your own machine, projects built for performance, and several that improve AI agent and coding workflows. We look at VoxCPM for tokenizer-free multilingual text-to-speech, ElyOffice as an offline office suite built in Rust, and pandacode for running every coding agent side by side. There’s a good mix here for anyone building voice apps, working with coding agents, or watching their network traffic. Simple, useful tools you can try today." 👍 Like, share, and subscribe for more updates on AI advancements. Drop your thoughts and questions in the comments below! 📌 Get FREE AI Project Updates : manuagi.beehiiv.com 📌 Important AI Tools (affiliate) 🔗 AI Voice - try.elevenlabs.io 🔗Try Dzine AI FREE : dzine.ai 📌 Timestamps : 00:00 - Intro Part 00:56 - VoxCPM : OpenBMB/VoxCPM 01:35 - skills : android/skills 02:11 - Cursor plugins : cursor/plugins 02:50 - hindsight : vectorize-io/hindsight 03:28 - PageIndex : VectifyAI/PageIndex 04:05 - yomado : chekusu/yomado 04:56 - pele : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - pandacode : aicodeking/pandacode 09:33 - ondine : wevm/ondine 10:20 - ra-jit : indexable-inc/ra-jit 11:12 - Snitch : aixisstudio/Snitch 11:55 - open-screen-sharing : nekohasekai/open-screen-sharing 12:37 - earshot : Leonxlnx/earshot 13:29 - net-merge : rohit267/net-merge 14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory 📈 Subscribe for more AI tutorials, tips, and industry insights. 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Tags: Top Open-Source GitHub Projects, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge, open source, open source github projects, trending github projects, github projects, developer tools, developer productivity, local tools, local first, cli tools, self hosted, ai agents, ai coding agents, ai tools, agent skills, agent memory, workflow automation, ai workflow, mcp, rag, text to speech, networking, security, office suite, rust, python Hashtags: #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [ar] أفضل مشاريع GitHub مفتوحة المصدر: VoxCPM، ElyOffice، pandacode، Snitch، PageIndex، و net-merge #304 👈 استوديو وكلاء الذكاء الاصطناعي: youtube.com "يتناول هذا الفيديو أبرز مشاريع GitHub مفتوحة المصدر الرائجة هذا الأسبوع، والتي تم اختيارها لتعزيز إنتاجية المطورين بشكل عملي. ستشاهدون أدوات محلية تُبقي ملفاتكم على أجهزتكم، ومشاريع مصممة لتحقيق أعلى أداء، بالإضافة إلى العديد من الأدوات التي تُحسّن سير عمل وكلاء الذكاء الاصطناعي والبرمجة. نستعرض VoxCPM لتحويل النص إلى كلام متعدد اللغات دون الحاجة إلى مُجزئ، وElyOffice كحزمة مكتبية تعمل دون اتصال بالإنترنت ومبنية بلغة Rust، وpandacode لتشغيل جميع وكلاء البرمجة جنبًا إلى جنب. يُقدّم هذا الفيديو مزيجًا رائعًا لكل من يُطوّر تطبيقات صوتية، أو يعمل مع وكلاء البرمجة، أو يُراقب حركة مرور الشبكة. أدوات بسيطة ومفيدة يُمكنكم تجربتها اليوم." 👍 اضغطوا إعجاب، وشاركوا، واشتركوا في القناة لمتابعة آخر التحديثات حول تطورات الذكاء الاصطناعي. شاركونا أفكاركم وأسئلتكم في التعليقات أدناه! ... 📌 احصل على تحديثات مجانية لمشاريع الذكاء الاصطناعي: manuagi.beehiiv.com 📌 أدوات ذكاء اصطناعي مهمة (روابط تسويقية) 🔗 الذكاء الاصطناعي الصوتي - try.elevenlabs.io 🔗 جرّب Dzine AI مجانًا: dzine.ai 📌 الفهرس الزمني: 00:00 - مقدمة 00:56 - VoxCPM: OpenBMB/VoxCPM 01:35 - المهارات: android/skills 02:11 - إضافات المؤشر: cursor/plugins 02:50 - التحليل اللاحق: vectorize-io/hindsight 03:28 - فهرس الصفحة: VectifyAI/PageIndex 04:05 - yomado : chekusu/yomado 04:56 - pele : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - pandacode : aicodeking/pandacode 09:33 - ondine: wevm/ondine 10:20 - ra-jit: indexable-inc/ra-jit 11:12 - Snitch: aixisstudio/Snitch 11:55 - open-screen-sharing: nekohasekai/open-screen-sharing 12:37 - earshot: Leonxlnx/earshot 13:29 - net-merge: rohit267/net-merge 14:14 - Hy-Memory: Tencent-Hunyuan/Hy-Memory 📈 اشترك للمزيد من دروس الذكاء الاصطناعي، والنصائح، وأخبار الصناعة رؤى قيّمة. لا تنسَ الإعجاب والتعليق والمشاركة مع أصدقائك المهتمين بالتكنولوجيا! الوسوم: أفضل مشاريع GitHub مفتوحة المصدر، VoxCPM، ElyOffice، pandacode، Snitch، PageIndex و net-merge، مفتوح المصدر، مشاريع GitHub مفتوحة المصدر، مشاريع GitHub الرائجة، مشاريع GitHub، أدوات المطورين، إنتاجية المطورين، أدوات محلية، التركيز على الحلول المحلية، أدوات سطر الأوامر، الاستضافة الذاتية، وكلاء الذكاء الاصطناعي، وكلاء برمجة الذكاء الاصطناعي، أدوات الذكاء الاصطناعي، مهارات الوكلاء، ذاكرة الوكلاء، أتمتة سير العمل، سير عمل الذكاء الاصطناعي، MCP، RAG، تحويل النص إلى كلام، الشبكات، الأمن، حزمة Office، Rust، Python الهاشتاغات: #مفتوح_المصدر #مشاريع_GitHub #المطورون #البرمجة #أدوات_المطورين #وكلاء_الذكاء_الاصطناعي #برمجة_الذكاء_الاصطناعي #مهارات_الوكلاء #ذاكرة_الوكلاء #MCP #RAG #التركيز_المحلي #Rust #Python #تحويل_النص_إلى_كلام [bn] সেরা ওপেন-সোর্স গিটহাব প্রজেক্টসমূহ: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ও net-merge ... 👉 এআই এজেন্টস স্টুডিও : youtube.com "এই ভিডিওতে এই সপ্তাহের সবচেয়ে জনপ্রিয় ওপেন-সোর্স গিটহাব প্রজেক্টগুলো তুলে ধরা হয়েছে, যেগুলো ডেভেলপারদের ব্যবহারিক উৎপাদনশীলতার কথা মাথায় রেখে বাছাই করা হয়েছে। আপনি এখানে এমন কিছু লোকাল-ফার্স্ট টুল দেখতে পাবেন যা আপনার ফাইলগুলো আপনার নিজের মেশিনে রাখে, পারফরম্যান্সের জন্য তৈরি প্রজেক্ট এবং এমন কিছু প্রজেক্ট যা এআই এজেন্ট ও কোডিং ওয়ার্কফ্লো উন্নত করে। আমরা টোকেনাইজার-মুক্ত বহুভাষিক টেক্সট-টু-স্পিচের জন্য VoxCPM, রাস্ট (Rust) ভাষায় তৈরি অফলাইন অফিস স্যুট হিসেবে ElyOffice এবং পাশাপাশি সব কোডিং এজেন্ট চালানোর জন্য pandacode নিয়ে আলোচনা করেছি। যারা ভয়েস অ্যাপ তৈরি করছেন, কোডিং এজেন্ট নিয়ে কাজ করছেন বা তাদের নেটওয়ার্ক ট্র্যাফিক পর্যবেক্ষণ করছেন, তাদের সবার জন্যই এখানে একটি চমৎকার মিশ্রণ রয়েছে। সহজ, দরকারি টুল যা আপনি আজই চেষ্টা করে দেখতে পারেন।" 👍 এআই-এর অগ্রগতি সম্পর্কে আরও আপডেটের জন্য লাইক, শেয়ার এবং সাবস্ক্রাইব করুন। নিচে কমেন্টে আপনার মতামত এবং প্রশ্ন জানান! 📌 বিনামূল্যে এআই প্রজেক্টের আপডেট পান : manuagi.beehiiv.com 📌 গুরুত্বপূর্ণ এআই টুলস (অ্যাফিলিয়েট) 🔗 এআই ভয়েস - try.elevenlabs.io 🔗 বিনামূল্যে ডিজাইন এআই ব্যবহার করে দেখুন : dzine.ai 📌 টাইমস্ট্যাম্প : ০০:০০ - ভূমিকা পর্ব ০০:৫৬ - ভক্সসিপিএম : OpenBMB/VoxCPM ০১:৩৫ - স্কিলস : android/skills ০২:১১ - কার্সর প্লাগইনস : cursor/plugins ০২:৫০ - হিন্ডসাইট : vectorize-io/hindsight ০৩:২৮ - পেজইনডেক্স : VectifyAI/PageIndex ০৪:০৫ - yomado : chekusu/yomado ০৪:৫৬ - pele : obsidianmd/pele ০৫:৩৩ - ascii-sharks : stackedlol/ascii-sharks ০৬:০৮ - EAGLE-4 : eagle-hq/EAGLE-4 ০৬:৪৮ - ElyOffice : ELY-Open-Source/ElyOffice ০৭:২৭ - zero-breach : interplains/zero-breach ০৮:০৮ - tv-detox : Ansub/tv-detox ০৮:৪৭ - pandacode : aicodeking/pandacode ০৯:৩৩ - ওনডাইন : wevm/ondine ১০:২০ - রা-জিত : indexable-inc/ra-jit ১১:১২ - স্নিচ : aixisstudio/Snitch ১১:৫৫ - ওপেন-স্ক্রিন-শেয়ারিং : nekohasekai/open-screen-sharing ১২:৩৭ - ইয়ারশট : Leonxlnx/earshot ১৩:২৯ - নেট-মার্জ : rohit267/net-merge ১৪:১৪ - হাই-মেমোরি : Tencent-Hunyuan/Hy-Memory 📈 আরও এআই টিউটোরিয়াল, টিপস এবং ইন্ডাস্ট্রির অন্তর্দৃষ্টির জন্য সাবস্ক্রাইব করুন। লাইক, কমেন্ট এবং আপনার প্রযুক্তিপ্রেমী বন্ধুদের সাথে শেয়ার করতে ভুলবেন না! ট্যাগ: সেরা ওপেন-সোর্স গিটহাব প্রজেক্ট, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ও net-merge, ওপেন সোর্স, ওপেন সোর্স গিটহাব প্রজেক্ট, ট্রেন্ডিং গিটহাব প্রজেক্ট, গিটহাব প্রজেক্ট, ডেভেলপার টুলস, ডেভেলপার প্রোডাক্টিভিটি, লোকাল টুলস, লোকাল ফার্স্ট, সিএলআই টুলস, সেলফ হোস্টেড, এআই এজেন্ট, এআই কোডিং এজেন্ট, এআই টুলস, এজেন্ট স্কিলস, এজেন্ট মেমোরি, ওয়ার্কফ্লো অটোমেশন, এআই ওয়ার্কফ্লো, এমসিপি, র্যাগ, টেক্সট টু স্পিচ, নেটওয়ার্কিং, সিকিউরিটি, অফিস স্যুট, রাস্ট, পাইথন হ্যাশট্যাগ: #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [de-DE] Top Open-Source-GitHub-Projekte: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304 👉 AI Agents Studio: youtube.com „Dieses Video stellt die angesagtesten Open-Source-Projekte auf GitHub dieser Woche vor, ausgewählt aufgrund ihrer praktischen Vorteile für die Entwicklerproduktivität. Sie sehen Tools, die Ihre Dateien lokal speichern, Projekte, die auf Performance optimiert sind, und einige, die KI-Agenten und Ihre Programmier-Workflows verbessern. Wir betrachten VoxCPM für tokenizerfreie, mehrsprachige Text-to-Speech-Technologie, ElyOffice als Offline-Office-Suite in Rust und pandacode, mit dem Sie alle Programmieragenten parallel ausführen können. Hier ist für jeden etwas dabei, der Sprach-Apps entwickelt, mit Programmieragenten arbeitet oder seinen Netzwerkverkehr analysiert. Einfache, nützliche Tools, die Sie noch heute ausprobieren können.“ 👍 Liken, teilen und abonnieren Sie den Kanal, um über weitere KI-Entwicklungen informiert zu bleiben. Hinterlassen Sie Ihre Gedanken und Fragen in den Kommentaren! ... 📌 Kostenlose Updates zu KI-Projekten erhalten: manuagi.beehiiv.com 📌 Wichtige KI-Tools (Affiliate-Links) 🔗 AI Voice – try.elevenlabs.io 🔗 Dzine AI kostenlos testen: dzine.ai 📌 Zeitstempel: 00:00 – Einleitung 00:56 – VoxCPM: OpenBMB/VoxCPM 01:35 – Skills: android/skills 02:11 – Cursor-Plugins: cursor/plugins 02:50 – Hindsight: vectorize-io/hindsight 03:28 – PageIndex: VectifyAI/PageIndex 04:05 - yomado : chekusu/yomado 04:56 - pele : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - pandacode : aicodeking/pandacode 09:33 – ondine: wevm/ondine 10:20 – ra-jit: indexable-inc/ra-jit 11:12 – Snitch: aixisstudio/Snitch 11:55 – open-screen-sharing: nekohasekai/open-screen-sharing 12:37 – earshot: Leonxlnx/earshot 13:29 – net-merge: rohit267/net-merge 14:14 – Hy-Memory: Tencent-Hunyuan/Hy-Memory 📈 Abonnieren Sie unseren Kanal für weitere KI-Tutorials, Tipps und Brancheneinblicke. Vergiss nicht, zu liken, zu kommentieren und mit deinen technikbegeisterten Freunden zu teilen! Tags: Top Open-Source GitHub-Projekte, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge, Open Source, Open-Source-GitHub-Projekte, Trend-GitHub-Projekte, GitHub-Projekte, Entwicklertools, Entwicklerproduktivität, lokale Tools, Local First, CLI-Tools, selbst gehostet, KI-Agenten, KI-Codierungsagenten, KI-Tools, Agentenfähigkeiten, Agentenspeicher, Workflow-Automatisierung, KI-Workflow, MCP, RAG, Text-to-Speech, Netzwerk, Sicherheit, Office-Suite, Rust, Python Hashtags: #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [es-US] Los mejores proyectos de código abierto en GitHub: VoxCPM, ElyOffice, pandacode, Snitch, PageInde... 👉 AI Agents Studio: youtube.com "Este video presenta los proyectos de código abierto más populares de GitHub esta semana, seleccionados por su productividad práctica para desarrolladores. Verás herramientas que priorizan el trabajo local, manteniendo tus archivos en tu propia máquina; proyectos diseñados para el rendimiento; y varios que mejoran los flujos de trabajo de agentes de IA y programación. Analizamos VoxCPM para la conversión de texto a voz multilingüe sin tokenizador; ElyOffice, una suite ofimática sin conexión desarrollada en Rust; y pandacode para ejecutar todos los agentes de programación simultáneamente. Aquí encontrarás una buena selección para quienes desarrollan aplicaciones de voz, trabajan con agentes de programación o monitorean su tráfico de red. Herramientas sencillas y útiles que puedes probar hoy mismo." 👍 Dale me gusta, comparte y suscríbete para recibir más actualizaciones sobre los avances en IA. ¡Deja tus comentarios y preguntas abajo! 📌 Recibe actualizaciones gratuitas del proyecto de IA: manuagi.beehiiv.com 📌 Herramientas importantes de IA (enlace de afiliado) 🔗 Voz con IA: try.elevenlabs.io 🔗 Prueba Dzine AI GRATIS: dzine.ai 📌 Marcas de tiempo: 00:00 - Introducción 00:56 - VoxCPM: OpenBMB/VoxCPM 01:35 - Habilidades: android/skills 02:11 - Complementos de cursor: cursor/plugins 02:50 - Hindsight: vectorize-io/hindsight 03:28 - PageIndex: VectifyAI/PageIndex 04:05 - yomado: chekusu/yomado 04:56 - pele: obsidianmd/pele 05:33 - ascii-sharks: stackedlol/ascii-sharks 06:08 - EAGLE-4: eagle-hq/EAGLE-4 06:48 - ElyOffice: ELY-Open-Source/ElyOffice 07:27 - zero-breach: interplains/zero-breach 08:08 - tv-detox: Ansub/tv-detox 08:47 - pandacode: aicodeking/pandacode 09:33 - ondine: wevm/ondine 10:20 - ra-jit: indexable-inc/ra-jit 11:12 - Snitch: aixisstudio/Snitch 11:55 - open-screen-sharing: nekohasekai/open-screen-sharing 12:37 - earshot: Leonxlnx/earshot 13:29 - net-merge: rohit267/net-merge 14:14 - Hy-Memory: Tencent-Hunyuan/Hy-Memory 📈 Suscríbete para más tutoriales, consejos e información del sector sobre IA. ¡No olvides darle a "Me gusta", comentar y compartir con tus amigos expertos en tecnología! Etiquetas: Proyectos de código abierto destacados en GitHub, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex y net-merge, código abierto, proyectos de código abierto en GitHub, proyectos de GitHub en tendencia, proyectos de GitHub, herramientas para desarrolladores, productividad para desarrolladores, herramientas locales, prioridad local, herramientas de línea de comandos, autoalojado, agentes de IA, agentes de codificación de IA, herramientas de IA, habilidades de los agentes, memoria de los agentes, automatización de flujos de trabajo, flujo de trabajo de IA, MCP, RAG, conversión de texto a voz, redes, seguridad, suite ofimática, Rust, Python Hashtags: #códigoabierto #proyectosdegithub #desarrollador #programación #herramientasdedesarrollo #agentesdeIA #codificacióndeIA #habilidadesdeagentes #memoriadeagentes #MCP #RAG #prioridadlocal #Rust #Python #TTS [fr-FR] Meilleurs projets GitHub open-source : VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merg... 👉 AI Agents Studio : youtube.com Cette vidéo présente les projets open source GitHub les plus populaires de la semaine, sélectionnés pour leur impact concret sur la productivité des développeurs. Vous découvrirez des outils privilégiant le travail local pour conserver vos fichiers sur votre machine, des projets optimisés pour la performance et plusieurs solutions améliorant les flux de travail liés aux agents d'IA et au codage. Nous nous intéressons notamment à VoxCPM, un outil de synthèse vocale multilingue sans tokenizer, à ElyOffice, une suite bureautique hors ligne développée en Rust, et à pandacode, permettant d'exécuter plusieurs agents de codage simultanément. Ce panel d'outils est idéal pour tous ceux qui développent des applications vocales, travaillent avec des agents de codage ou analysent leur trafic réseau. Des outils simples et pratiques à tester dès aujourd'hui ! 👍 Aimez, partagez et abonnez-vous pour suivre l'actualité de l'IA. N'hésitez pas à poser vos questions et à laisser vos commentaires ci-dessous ! 📌 Recevez gratuitement les mises à jour des projets d'IA : manuagi.beehiiv.com 📌 Outils d'IA importants (lien affilié) 🔗 AI Voice : try.elevenlabs.io 🔗 Essayez Dzine AI gratuitement : dzine.ai 📌 Horodatage : 00:00 - Introduction 00:56 - VoxCPM : OpenBMB/VoxCPM 01:35 - Skills : android/skills 02:11 - Plugins de curseur : cursor/plugins 02:50 - Hindsight : vectorize-io/hindsight 03:28 - Index de la page : VectifyAI/PageIndex 04:05 - yomado : chekusu/yomado 04:56 - pele : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - pandacode : aicodeking/pandacode 09:33 - Ondine : wevm/ondine 10:20 - Ra-jit : indexable-inc/ra-jit 11:12 - Snitch : aixisstudio/Snitch 11:55 - Open Screen Sharing : nekohasekai/open-screen-sharing 12:37 - Earshot : Leonxlnx/earshot 13:29 - Net-merge : rohit267/net-merge 14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory 📈 Abonnez-vous pour plus de tutoriels, astuces et analyses du secteur de l'IA. N'oubliez pas de liker, commenter et partager avec vos amis férus de technologie ! Mots-clés : Meilleurs projets open source sur GitHub, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex et net-merge, open source, projets open source sur GitHub, projets GitHub populaires, projets GitHub, outils de développement, productivité des développeurs, outils locaux, approche locale, outils CLI, auto-hébergement, agents IA, agents de codage IA, outils IA, compétences des agents, mémoire des agents, automatisation des flux de travail, flux de travail IA, MCP, rag, synthèse vocale, réseau, sécurité, suite bureautique, Rust, Python Hashtags : #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [hi] इस सप्ताह के शीर्ष ओपन-सोर्स GitHub प्रोजेक्ट्स: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ... 👉 AI एजेंट्स स्टूडियो: youtube.com "यह वीडियो इस सप्ताह के शीर्ष ट्रेंडिंग ओपन-सोर्स GitHub प्रोजेक्ट्स को कवर करता है, जिन्हें डेवलपर उत्पादकता बढ़ाने के लिए चुना गया है। आप ऐसे लोकल-फर्स्ट टूल्स देखेंगे जो आपकी फाइलों को आपके अपने कंप्यूटर पर रखते हैं, परफॉर्मेंस के लिए बनाए गए प्रोजेक्ट्स और कई ऐसे प्रोजेक्ट्स जो AI एजेंट और कोडिंग वर्कफ़्लो को बेहतर बनाते हैं। हम टोकनाइज़र-मुक्त बहुभाषी टेक्स्ट-टू-स्पीच के लिए VoxCPM, Rust में निर्मित ऑफ़लाइन ऑफिस सूट के रूप में ElyOffice और सभी कोडिंग एजेंटों को साथ-साथ चलाने के लिए pandacode पर चर्चा करेंगे। वॉइस ऐप्स बनाने वाले, कोडिंग एजेंटों के साथ काम करने वाले या अपने नेटवर्क ट्रैफ़िक की निगरानी करने वाले किसी भी व्यक्ति के लिए यहाँ एक अच्छा मिश्रण है। सरल, उपयोगी टूल्स जिन्हें आप आज ही आज़मा सकते हैं।" 👍 AI प्रगति पर अधिक अपडेट के लिए लाइक, शेयर और सब्सक्राइब करें। अपने विचार और प्रश्न नीचे कमेंट में लिखें! 📌 मुफ़्त AI प्रोजेक्ट अपडेट प्राप्त करें: manuagi.beehiiv.com 📌 महत्वपूर्ण AI उपकरण (संबद्ध लिंक) 🔗 AI वॉइस - try.elevenlabs.io 🔗 Dzine AI मुफ़्त में आज़माएँ: dzine.ai 📌 टाइमस्टैम्प: 00:00 - परिचय भाग 00:56 - VoxCPM: OpenBMB/VoxCPM 01:35 - कौशल: android/skills 02:11 - कर्सर प्लगइन्स: cursor/plugins 02:50 - हिंडसाइट: vectorize-io/hindsight 03:28 - PageIndex : VectifyAI/PageIndex 04:05 - yomado : chekusu/yomado 04:56 - pele : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - पांडाकोड: aicodeking/pandacode 09:33 - ओन्डाइन: wevm/ondine 10:20 - रा-जित: indexable-inc/ra-jit 11:12 - स्निच: aixisstudio/Snitch 11:55 - ओपन-स्क्रीन-शेयरिंग: nekohasekai/open-screen-sharing 12:37 - ईयरशॉट: Leonxlnx/earshot 13:29 - नेट-मर्ज: rohit267/net-merge 14:14 - हाई-मेमोरी: Tencent-Hunyuan/Hy-Memory 📈 एआई ट्यूटोरियल, टिप्स और उद्योग से जुड़ी जानकारियों के लिए सब्सक्राइब करें। लाइक, कमेंट और अपने तकनीकी रूप से जानकार दोस्तों के साथ शेयर करना न भूलें! टैग: शीर्ष ओपन-सोर्स GitHub प्रोजेक्ट्स, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex और net-merge, ओपन सोर्स, ओपन सोर्स GitHub प्रोजेक्ट्स, ट्रेंडिंग GitHub प्रोजेक्ट्स, GitHub प्रोजेक्ट्स, डेवलपर टूल्स, डेवलपर उत्पादकता, लोकल टूल्स, लोकल फर्स्ट, CLI टूल्स, सेल्फ होस्टेड, AI एजेंट्स, AI कोडिंग एजेंट्स, AI टूल्स, एजेंट स्किल्स, एजेंट मेमोरी, वर्कफ़्लो ऑटोमेशन, AI वर्कफ़्लो, MCP, RAG, टेक्स्ट टू स्पीच, नेटवर्किंग, सुरक्षा, ऑफिस सूट, Rust, Python हैशटैग: #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [id] Proyek GitHub Open-Source Terbaik : VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304 👉 AI Agents Studio : youtube.com "Video ini membahas proyek-proyek open-source GitHub terpopuler minggu ini, yang dipilih untuk produktivitas pengembang yang praktis. Anda akan melihat alat-alat yang mengutamakan lokal yang menyimpan file Anda di mesin Anda sendiri, proyek-proyek yang dibangun untuk kinerja, dan beberapa yang meningkatkan alur kerja agen AI dan pengkodean. Kami melihat VoxCPM untuk text-to-speech multibahasa tanpa tokenizer, ElyOffice sebagai suite perkantoran offline yang dibangun dengan Rust, dan pandacode untuk menjalankan setiap agen pengkodean secara berdampingan. Ada campuran yang bagus di sini untuk siapa pun yang membangun aplikasi suara, bekerja dengan agen pengkodean, atau memantau lalu lintas jaringan mereka. Alat-alat sederhana dan bermanfaat yang dapat Anda coba hari ini." 👍 Sukai, bagikan, dan berlangganan untuk pembaruan lebih lanjut tentang kemajuan AI. Sampaikan pendapat dan pertanyaan Anda di kolom komentar di bawah! 📌 Dapatkan Pembaruan Proyek AI GRATIS: manuagi.beehiiv.com 📌 Alat AI Penting (afiliasi) 🔗 AI Voice - try.elevenlabs.io 🔗Coba Dzine AI GRATIS: dzine.ai 📌 Cap Waktu: 00:00 - Bagian Pendahuluan 00:56 - VoxCPM: OpenBMB/VoxCPM 01:35 - skills: android/skills 02:11 - Plugin Cursor: cursor/plugins 02:50 - hindsight: vectorize-io/hindsight 03:28 - PageIndex: VectifyAI/PageIndex 04:05 - yomado : chekusu/yomado 04:56 - pele : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - pandacode : aicodeking/pandacode 09:33 - ondine : wevm/ondine 10:20 - ra-jit : indexable-inc/ra-jit 11:12 - Snitch : aixisstudio/Snitch 11:55 - open-screen-sharing : nekohasekai/open-screen-sharing 12:37 - earshot : Leonxlnx/earshot 13:29 - net-merge : rohit267/net-merge 14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory 📈 Berlangganan untuk tutorial AI, kiat, dan wawasan industri lainnya. Jangan lupa untuk menyukai, berkomentar, dan berbagi dengan teman-teman Anda yang paham teknologi! Tag: Proyek Open-Source GitHub Teratas, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge, open source, proyek open source github, proyek github yang sedang tren, proyek github, alat pengembang, produktivitas pengembang, alat lokal, lokal pertama, alat cli, dihosting sendiri, agen ai, agen pengkodean ai, alat ai, keterampilan agen, memori agen, otomatisasi alur kerja, alur kerja ai, mcp, rag, text-to-speech, jaringan, keamanan, office suite, rust, python Hashtag: #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [it] I migliori progetti open source su GitHub: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex e net-... 👉 AI Agents Studio: youtube.com "Questo video presenta i progetti open source più popolari su GitHub questa settimana, selezionati per la loro praticità e produttività come strumenti per sviluppatori. Vedrete strumenti "local-first" che mantengono i file sul vostro computer, progetti ottimizzati per le prestazioni e diversi altri che migliorano i flussi di lavoro con agenti IA e programmazione. Analizziamo VoxCPM per la sintesi vocale multilingue senza tokenizer, ElyOffice come suite per ufficio offline scritta in Rust e pandacode per eseguire tutti gli agenti di programmazione in parallelo. C'è un buon mix per chiunque sviluppi app vocali, lavori con agenti di programmazione o monitori il traffico di rete. Strumenti semplici e utili che potete provare subito." 👍 Metti mi piace, condividi e iscriviti per ulteriori aggiornamenti sui progressi dell'IA. Lascia i tuoi commenti e le tue domande qui sotto! 📌 Ricevi aggiornamenti GRATUITI sui progetti di IA: manuagi.beehiiv.com 📌 Strumenti IA importanti (link affiliato) 🔗 Voce IA - try.elevenlabs.io 🔗 Prova Dzine AI GRATIS: dzine.ai 📌 Indice dei contenuti: 00:00 - Introduzione 00:56 - VoxCPM: OpenBMB/VoxCPM 01:35 - Skill: android/skills 02:11 - Plugin Cursor: cursor/plugins 02:50 - Hindsight: vectorize-io/hindsight 03:28 - PageIndex : VectifyAI/PageIndex 04:05 - yomado : chekusu/yomado 04:56 - pele : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - pandacode : Italiano: aicodeking/pandacode 09:33 - ondine: wevm/ondine 10:20 - ra-jit: indexable-inc/ra-jit 11:12 - Snitch: aixisstudio/Snitch 11:55 - open-screen-sharing: nekohasekai/open-screen-sharing 12:37 - earshot: Leonxlnx/earshot 13:29 - net-merge: rohit267/net-merge 14:14 - Hy-Memory: Tencent-Hunyuan/Hy-Memory 📈 Iscriviti per altri tutorial e suggerimenti sull'IA, e approfondimenti sul settore. Non dimenticate di mettere "Mi piace", commentare e condividere con i vostri amici esperti di tecnologia! Tag: I migliori progetti open source su GitHub, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex e net-merge, open source, progetti open source su GitHub, progetti di tendenza su GitHub, progetti GitHub, strumenti per sviluppatori, produttività degli sviluppatori, strumenti locali, local first, strumenti CLI, self-hosted, agenti AI, agenti di codifica AI, strumenti AI, competenze degli agenti, memoria degli agenti, automazione del flusso di lavoro, flusso di lavoro AI, mcp, rag, sintesi vocale, networking, sicurezza, suite per ufficio, rust, python Hashtag: #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [iw] פרויקטי ה-Open-Source המובילים ב-GitHub: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ו-net-me... 👉 סטודיו לסוכני בינה מלאכותית: youtube.com "סרטון זה מכסה את פרויקטי הקוד הפתוח המובילים ב-GitHub השבוע, שנבחרו בשל פרודוקטיביות מעשית של מפתחים. תראו כלים מקומיים ששומרים את הקבצים שלכם במחשב שלכם, פרויקטים שנבנו לביצועים, וכמה שמשפרים את זרימות העבודה של סוכני בינה מלאכותית וקידוד. אנו בוחנים את VoxCPM להמרת טקסט לדיבור רב-לשונית ללא טוקנייזר, את ElyOffice כחבילת משרד לא מקוונת המבוססת על Rust, ואת pandacode להפעלת כל סוכני קידוד זה לצד זה. יש כאן שילוב טוב לכל מי שבונה אפליקציות קוליות, עובד עם סוכני קידוד או צופה בתעבורת הרשת שלו. כלים פשוטים ושימושיים שתוכלו לנסות היום." 👍 עשו לייק, שתפו והירשמו לעדכונים נוספים על התקדמות בתחום הבינה המלאכותית. שתפו את מחשבותיכם ושאלותיכם בתגובות למטה! 📌 קבלו עדכונים בחינם על פרויקטים של בינה מלאכותית: manuagi.beehiiv.com 📌 כלי בינה מלאכותית חשובים (שותפים) 🔗 AI Voice - try.elevenlabs.io 🔗 נסו את Dzine AI בחינם: dzine.ai 📌 חותמות זמן: 00:00 - חלק מבוא 00:56 - VoxCPM: OpenBMB/VoxCPM 01:35 - מיומנויות: android/skills 02:11 - תוספים לסמן: cursor/plugins 02:50 - מבט לאחור: vectorize-io/hindsight 03:28 - אינדקס עמודים: VectifyAI/PageIndex 04:05 - יומאדו : chekusu/yomado 04:56 - פלה : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - pandacode : aicodeking/pandacode 09:33 - ondine : wevm/ondine 10:20 - ra-jit : indexable-inc/ra-jit 11:12 - Snitch : aixisstudio/Snitch 11:55 - open-screen-sharing : nekohasekai/open-screen-sharing 12:37 - earshot : Leonxlnx/earshot 13:29 - net-merge : rohit267/net-merge 14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory 📈 הירשמו לעוד מדריכים, טיפים ותובנות בתעשייה על בינה מלאכותית. אל תשכחו לעשות לייק, להגיב ולשתף עם חבריכם הטכנולוגיים! תגיות: פרויקטים מובילים בקוד פתוח של GitHub, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ו-net-merge, קוד פתוח, פרויקטים של GitHub בקוד פתוח, פרויקטים פופולריים ב-GitHub, כלי פיתוח, פרודוקטיביות מפתחים, כלים מקומיים, תחילה מקומי, כלי קלי קליטה, אירוח עצמי, סוכני בינה מלאכותית, סוכני קידוד בינה מלאכותית, כלי בינה מלאכותית, כישורי סוכן, זיכרון סוכן, אוטומציה של זרימת עבודה, זרימת עבודה של בינה מלאכותית, mcp, rag, טקסט לדיבור, רשתות, אבטחה, חבילת אופיס, rust, python האשטגים: #קוד פתוח #פרויקטים של גית'הוב #מפתח #תכנות #כלי פיתוח #סוכני בינה מלאכותית #קידוד בינה מלאכותית #כישורי סוכן #זיכרוןסוכן #mcp #rag #תחילה מקומית #rust #python #tts [ja] GitHubの注目オープンソースプロジェクト：VoxCPM、ElyOffice、pandacode、Snitch、PageIndex、net-merge #304 👉 AI Agents Studio : youtube.com 「この動画では、今週最も注目を集めているGitHubのオープンソースプロジェクトを、開発者の生産性向上に役立つツールとして厳選してご紹介します。ローカルファーストでファイルをローカルマシンに保存できるツール、パフォーマンス重視のプロジェクト、そしてAIエージェントとコーディングのワークフローを改善するプロジェクトなどをご紹介します。トークナイザー不要の多言語テキスト読み上げツールであるVoxCPM、Rustで構築されたオフラインオフィススイートであるElyOffice、そしてあらゆるコーディングエージェントを並行して実行できるpandacodeを取り上げます。音声アプリ開発、コーディングエージェントの活用、ネットワークトラフィックの監視など、あらゆるユーザーにとって役立つツールが揃っています。今日からすぐに試せる、シンプルで便利なツールばかりです。」 👍 AIの最新情報をもっと知りたい方は、ぜひ「いいね！」、シェア、チャンネル登録をお願いします。ご意見やご質問は下のコメント欄にお寄せください！ 📌 AIプロジェクトの最新情報を無料で入手：manuagi.beehiiv.com 📌 重要なAIツール（アフィリエイトリンク） 🔗 AI Voice - try.elevenlabs.io 🔗 Dzine AIを無料で試す：dzine.ai 📌 タイムスタンプ： 00:00 - イントロ 00:56 - VoxCPM：OpenBMB/VoxCPM 01:35 - skills：android/skills 02:11 - Cursor plugins：cursor/plugins 02:50 - hindsight：vectorize-io/hindsight 03:28 - PageIndex： VectifyAI/PageIndex 04:05 - yomado : chekusu/yomado 04:56 - pele : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - pandacode : aicodeking/pandacode 09:33 - ondine : wevm/ondine 10:20 - ra-jit : indexable-inc/ra-jit 11:12 - Snitch : aixisstudio/Snitch 11:55 - open-screen-sharing : nekohasekai/open-screen-sharing 12:37 - earshot : Leonxlnx/earshot 13:29 - net-merge : rohit267/net-merge 14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory 📈 AIチュートリアル、ヒント、業界情報など、さらに多くの情報をお見逃しなく！チャンネル登録をお願いします。ぜひ「いいね！」やコメント、そしてテクノロジーに詳しいお友達とのシェアをお願いします！ タグ： 人気のオープンソースGitHubプロジェクト、VoxCPM、ElyOffice、pandacode、Snitch、PageIndex & net-merge、オープンソース、オープンソースGitHubプロジェクト、トレンドのGitHubプロジェクト、GitHubプロジェクト、開発者ツール、開発者の生産性、ローカルツール、ローカルファースト、CLIツール、セルフホスティング、AIエージェント、AIコーディングエージェント、AIツール、エージェントスキル、エージェントメモリ、ワークフロー自動化、AIワークフロー、MCP、RAG、テキスト読み上げ、ネットワーク、セキュリティ、オフィススイート、Rust、Python ハッシュタグ： #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [ko] 이번 주 최고의 오픈소스 GitHub 프로젝트: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304 👉 AI 에이전트 스튜디오 : youtube.com "이 영상에서는 이번 주 개발자 생산성 향상에 도움이 되는 인기 오픈소스 GitHub 프로젝트들을 소개합니다. 파일을 로컬에 저장하는 로컬 우선 도구, 성능 최적화 프로젝트, AI 에이전트 및 코딩 워크플로우 개선 도구 등 다양한 프로젝트를 만나볼 수 있습니다. 토크나이저 없이 다국어 텍스트 음성 변환을 지원하는 VoxCPM, Rust로 개발된 오프라인 오피스 스위트 ElyOffice, 그리고 모든 코딩 에이전트를 동시에 실행할 수 있는 pandacode를 살펴봅니다. 음성 앱 개발자, 코딩 에이전트 사용자, 네트워크 트래픽 분석가 등 다양한 분야의 전문가에게 유용한 도구들이 포함되어 있습니다. 지금 바로 사용해 볼 수 있는 간단하고 유용한 도구들입니다." 👍 좋아요, 공유, 구독 부탁드립니다! AI 발전 동향에 대한 더 많은 소식을 받아보세요. 댓글에 의견이나 질문을 남겨주세요! 📌 무료 AI 프로젝트 업데이트 받기: manuagi.beehiiv.com 📌 주요 AI 도구 (제휴 링크) 🔗 AI Voice - try.elevenlabs.io 🔗 Dzine AI 무료 체험: dzine.ai 📌 타임스탬프: 00:00 - 소개 00:56 - VoxCPM: OpenBMB/VoxCPM 01:35 - 스킬: android/skills 02:11 - 커서 플러그인: cursor/plugins 02:50 - hindsight: vectorize-io/hindsight 03:28 - PageIndex: VectifyAI/PageIndex 04:05 - yomado : chekusu/yomado 04:56 - pele : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - zero-breach : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - pandacode : aicodeking/pandacode 09:33 - ondine : wevm/ondine 10:20 - ra-jit : indexable-inc/ra-jit 11:12 - Snitch : aixisstudio/Snitch 11:55 - open-screen-sharing : nekohasekai/open-screen-sharing 12:37 - earshot : Leonxlnx/earshot 13:29 - net-merge : rohit267/net-merge 14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory 📈 더 많은 AI 튜토리얼, 팁, 업계 인사이트를 보려면 구독하세요. 기술에 정통한 친구들과 좋아요, 댓글, 공유를 잊지 마세요! 태그: 주요 오픈소스 GitHub 프로젝트, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge, 오픈소스, 오픈소스 GitHub 프로젝트, 인기 GitHub 프로젝트, GitHub 프로젝트, 개발자 도구, 개발자 생산성, 로컬 도구, 로컬 우선, CLI 도구, 자체 호스팅, AI 에이전트, AI 코딩 에이전트, AI 도구, 에이전트 스킬, 에이전트 메모리, 워크플로 자동화, AI 워크플로, MCP, RAG, 텍스트 음성 변환, 네트워킹, 보안, 오피스 스위트, Rust, Python 해시태그: #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [ml] മുൻനിര ഓപ്പൺ-സോഴ്സ് GitHub പ്രോജക്ടുകൾ : VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-m... 👉 AI ഏജന്റ്സ് സ്റ്റുഡിയോ : youtube.com "ഈ വീഡിയോയിൽ ഈ ആഴ്ചയിലെ ഏറ്റവും മികച്ച ട്രെൻഡിംഗ് ഓപ്പൺ സോഴ്സ് GitHub പ്രോജക്റ്റുകൾ ഉൾപ്പെടുന്നു, പ്രായോഗിക ഡെവലപ്പർ ഉൽപ്പാദനക്ഷമതയ്ക്കായി തിരഞ്ഞെടുത്തത്. നിങ്ങളുടെ ഫയലുകൾ നിങ്ങളുടെ സ്വന്തം മെഷീനിൽ സൂക്ഷിക്കുന്ന ലോക്കൽ-ഫസ്റ്റ് ടൂളുകൾ, പ്രകടനത്തിനായി നിർമ്മിച്ച പ്രോജക്ടുകൾ, AI ഏജന്റും കോഡിംഗ് വർക്ക്ഫ്ലോകളും മെച്ചപ്പെടുത്തുന്ന നിരവധി ടൂളുകൾ നിങ്ങൾ കാണും. ടോക്കണൈസർ-രഹിത ബഹുഭാഷാ ടെക്സ്റ്റ്-ടു-സ്പീച്ചിനായി VoxCPM, റസ്റ്റിൽ നിർമ്മിച്ച ഒരു ഓഫ്ലൈൻ ഓഫീസ് സ്യൂട്ടായി ElyOffice, ഓരോ കോഡിംഗ് ഏജന്റും അടുത്തടുത്തായി പ്രവർത്തിപ്പിക്കുന്നതിനുള്ള പാണ്ടകോഡ് എന്നിവ ഞങ്ങൾ പരിശോധിക്കുന്നു. വോയ്സ് ആപ്പുകൾ നിർമ്മിക്കുന്നതിനോ, കോഡിംഗ് ഏജന്റുകളുമായി പ്രവർത്തിക്കുന്നതിനോ അല്ലെങ്കിൽ അവരുടെ നെറ്റ്വർക്ക് ട്രാഫിക് കാണുന്നതിനോ ഏതൊരാൾക്കും ഇവിടെ നല്ലൊരു മിശ്രിതമുണ്ട്. ഇന്ന് തന്നെ നിങ്ങൾക്ക് പരീക്ഷിക്കാവുന്ന ലളിതവും ഉപയോഗപ്രദവുമായ ഉപകരണങ്ങൾ." 👍 AI പുരോഗതികളെക്കുറിച്ചുള്ള കൂടുതൽ അപ്ഡേറ്റുകൾക്കായി ലൈക്ക് ചെയ്യുക, പങ്കിടുക, സബ്സ്ക്രൈബ് ചെയ്യുക. താഴെയുള്ള അഭിപ്രായങ്ങളിൽ നിങ്ങളുടെ ചിന്തകളും ചോദ്യങ്ങളും ഇടുക! 📌 സൗജന്യ AI പ്രോജക്റ്റ് അപ്ഡേറ്റുകൾ നേടുക : manuagi.beehiiv.com 📌 പ്രധാനപ്പെട്ട AI ടൂളുകൾ (അഫിലിയേറ്റ്) 🔗 AI വോയ്സ് - try.elevenlabs.io 🔗Dzine AI സൗജന്യമായി പരീക്ഷിക്കൂ : dzine.ai 📌 ടൈംസ്റ്റാമ്പുകൾ : 00:00 - ആമുഖ ഭാഗം 00:56 - VoxCPM : OpenBMB/VoxCPM 01:35 - കഴിവുകൾ : android/skills 02:11 - കഴ്സർ പ്ലഗിനുകൾ : cursor/plugins 02:50 - hindsight : vectorize-io/hindsight 03:28 - പേജ്ഇൻഡക്സ് : VectifyAI/PageIndex 04:05 - യോമാഡോ : chekusu/yomado 04:56 - പേർ : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - പൂജ്യം-ലംഘനം : interplains/zero-breach 08:08 - tv-detox : Ansub/tv-detox 08:47 - പാൻഡാകോഡ് : aicodeking/pandacode 09:33 - ondine : wevm/ondine 10:20 - ra-jit : indexable-inc/ra-jit 11:12 - Snitch : aixisstudio/Snitch 11:55 - open-screen-sharing : nekohasekai/open-screen-sharing 12:37 - earshot : Leonxlnx/earshot 13:29 - net-merge : rohit267/net-merge 14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory 📈 കൂടുതൽ AI ട്യൂട്ടോറിയലുകൾ, നുറുങ്ങുകൾ, വ്യവസായ ഉൾക്കാഴ്ചകൾ എന്നിവയ്ക്കായി സബ്സ്ക്രൈബുചെയ്യുക. ടെക് പരിജ്ഞാനമുള്ള നിങ്ങളുടെ സുഹൃത്തുക്കളുമായി ലൈക്ക് ചെയ്യാനും കമന്റ് ചെയ്യാനും പങ്കിടാനും മറക്കരുത്! ടാഗുകൾ: ടോപ്പ് ഓപ്പൺ സോഴ്സ് ഗിറ്റ്ഹബ് പ്രോജക്റ്റുകൾ, വോക്സ്സിപിഎം, എലിഓഫീസ്, പാൻഡാകോഡ്, സ്നിച്ച്, പേജ്ഇൻഡക്സ് & നെറ്റ്-മെർജ്, ഓപ്പൺ സോഴ്സ്, ഓപ്പൺ സോഴ്സ് ഗിറ്റ്ഹബ് പ്രോജക്റ്റുകൾ, ട്രെൻഡിംഗ് ഗിറ്റ്ഹബ് പ്രോജക്റ്റുകൾ, ഗിറ്റ്ഹബ് പ്രോജക്റ്റുകൾ, ഡെവലപ്പർ ടൂളുകൾ, ഡെവലപ്പർ പ്രൊഡക്ടിവിറ്റി, ലോക്കൽ ടൂളുകൾ, ലോക്കൽ ഫസ്റ്റ്, ക്ലി ടൂളുകൾ, സെൽഫ് ഹോസ്റ്റഡ്, എഐ ഏജന്റുകൾ, എഐ കോഡിംഗ് ഏജന്റുകൾ, എഐ ടൂളുകൾ, ഏജന്റ് കഴിവുകൾ, ഏജന്റ് മെമ്മറി, വർക്ക്ഫ്ലോ ഓട്ടോമേഷൻ, എഐ വർക്ക്ഫ്ലോ, എംസിപി, റാഗ്, ടെക്സ്റ്റ് ടു സ്പീച്ച്, നെറ്റ്വർക്കിംഗ്, സുരക്ഷ, ഓഫീസ് സ്യൂട്ട്, റസ്റ്റ്, പൈത്തൺ ഹാഷ്ടാഗുകൾ: #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [nl-NL] Beste open-source GitHub-projecten: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge #304 👉 AI Agents Studio: youtube.com "Deze video behandelt de meest trending open-source GitHub-projecten van deze week, geselecteerd op basis van praktische productiviteit voor ontwikkelaars. Je ziet tools die primair lokaal werken en je bestanden op je eigen computer bewaren, projecten die zijn ontworpen voor prestaties en verschillende projecten die AI-agent- en codeerworkflows verbeteren. We bekijken VoxCPM voor tokenizer-vrije meertalige tekst-naar-spraak, ElyOffice als een offline kantoorsuite gebouwd in Rust, en pandacode voor het naast elkaar uitvoeren van alle codeeragents. Er is een goede mix voor iedereen die spraakapps bouwt, met codeeragents werkt of hun netwerkverkeer in de gaten houdt. Simpele, nuttige tools die je vandaag nog kunt uitproberen." 👍 Like, deel en abonneer je voor meer updates over AI-ontwikkelingen. Laat je gedachten en vragen achter in de reacties hieronder! 📌 Ontvang GRATIS updates over AI-projecten: manuagi.beehiiv.com 📌 Belangrijke AI-tools (affiliate) 🔗 AI Voice - try.elevenlabs.io 🔗 Probeer Dzine AI GRATIS: dzine.ai 📌 Tijdstempels: 00:00 - Introductie 00:56 - VoxCPM: OpenBMB/VoxCPM 01:35 - Skills: android/skills 02:11 - Cursor-plugins: cursor/plugins 02:50 - Hindsight: vectorize-io/hindsight 03:28 - PageIndex: VectifyAI/PageIndex 04:05 - yomado: chekusu/yomado 04:56 - pele: obsidianmd/pele 05:33 - ascii-sharks: stackedlol/ascii-sharks 06:08 - EAGLE-4: eagle-hq/EAGLE-4 06:48 - ElyOffice: ELY-Open-Source/ElyOffice 07:27 - zero-breach: interplains/zero-breach 08:08 - tv-detox: Ansub/tv-detox 08:47 - pandacode: aicodeking/pandacode 09:33 - ondine: wevm/ondine 10:20 - ra-jit: indexable-inc/ra-jit 11:12 - Snitch: aixisstudio/Snitch 11:55 - open-screen-sharing: nekohasekai/open-screen-sharing 12:37 - earshot: Leonxlnx/earshot 13:29 - net-merge: rohit267/net-merge 14:14 - Hy-Memory: Tencent-Hunyuan/Hy-Memory 📈 Abonneer je voor meer AI-tutorials, tips en inzichten uit de branche. Vergeet niet te liken, te reageren en te delen met je technisch onderlegde vrienden! Tags: Top Open-Source GitHub Projects, VoxCPM, ElyOffice, pandacode, Snitch, PageIndex & net-merge, open source, open source github projects, trending github projects, github projects, developer tools, developer productivity, local tools, local first, cli tools, self hosted, ai agents, ai coding agents, ai tools, agent skills, agent memory, workflow automation, ai workflow, mcp, rag, text to speech, networking, security, office suite, rust, python Hashtags: #opensource #githubprojects #developer #programming #devtools #aiagents #aicoding #agentskills #agentmemory #mcp #rag #localfirst #rust #python #tts [pa] ਚੋਟੀ ਦੇ ਓਪਨ-ਸੋਰਸ GitHub ਪ੍ਰੋਜੈਕਟ: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex ਅਤੇ net-merge #304 👉 AI ਏਜੰਟ ਸਟੂਡੀਓ : youtube.com "ਇਹ ਵੀਡੀਓ ਇਸ ਹਫ਼ਤੇ ਪ੍ਰੈਕਟੀਕਲ ਡਿਵੈਲਪਰ ਉਤਪਾਦਕਤਾ ਲਈ ਚੁਣੇ ਗਏ ਚੋਟੀ ਦੇ ਟ੍ਰੈਂਡਿੰਗ ਓਪਨ-ਸੋਰਸ GitHub ਪ੍ਰੋਜੈਕਟਾਂ ਨੂੰ ਕਵਰ ਕਰਦਾ ਹੈ। ਤੁਸੀਂ ਸਥਾਨਕ-ਪਹਿਲੇ ਟੂਲ ਦੇਖੋਗੇ ਜੋ ਤੁਹਾਡੀਆਂ ਫਾਈਲਾਂ ਨੂੰ ਤੁਹਾਡੀ ਆਪਣੀ ਮਸ਼ੀਨ 'ਤੇ ਰੱਖਦੇ ਹਨ, ਪ੍ਰਦਰਸ਼ਨ ਲਈ ਬਣਾਏ ਗਏ ਪ੍ਰੋਜੈਕਟ, ਅਤੇ ਕਈ ਜੋ AI ਏਜੰਟ ਅਤੇ ਕੋਡਿੰਗ ਵਰਕਫਲੋ ਨੂੰ ਬਿਹਤਰ ਬਣਾਉਂਦੇ ਹਨ। ਅਸੀਂ ਟੋਕਨਾਈਜ਼ਰ-ਮੁਕਤ ਬਹੁ-ਭਾਸ਼ਾਈ ਟੈਕਸਟ-ਟੂ-ਸਪੀਚ ਲਈ VoxCPM, Rust ਵਿੱਚ ਬਣੇ ਇੱਕ ਔਫਲਾਈਨ ਆਫਿਸ ਸੂਟ ਵਜੋਂ ElyOffice, ਅਤੇ ਹਰੇਕ ਕੋਡਿੰਗ ਏਜੰਟ ਨੂੰ ਨਾਲ-ਨਾਲ ਚਲਾਉਣ ਲਈ pandacode ਨੂੰ ਦੇਖਦੇ ਹਾਂ। ਇੱਥੇ ਵੌਇਸ ਐਪਸ ਬਣਾਉਣ, ਕੋਡਿੰਗ ਏਜੰਟਾਂ ਨਾਲ ਕੰਮ ਕਰਨ, ਜਾਂ ਉਨ੍ਹਾਂ ਦੇ ਨੈੱਟਵਰਕ ਟ੍ਰੈਫਿਕ ਨੂੰ ਦੇਖਣ ਵਾਲੇ ਕਿਸੇ ਵੀ ਵਿਅਕਤੀ ਲਈ ਇੱਕ ਵਧੀਆ ਮਿਸ਼ਰਣ ਹੈ। ਸਧਾਰਨ, ਉਪਯੋਗੀ ਟੂਲ ਜੋ ਤੁਸੀਂ ਅੱਜ ਹੀ ਅਜ਼ਮਾ ਸਕਦੇ ਹੋ।" 👍 AI ਤਰੱਕੀਆਂ ਬਾਰੇ ਹੋਰ ਅਪਡੇਟਾਂ ਲਈ ਪਸੰਦ ਕਰੋ, ਸਾਂਝਾ ਕਰੋ ਅਤੇ ਗਾਹਕ ਬਣੋ। ਹੇਠਾਂ ਟਿੱਪਣੀਆਂ ਵਿੱਚ ਆਪਣੇ ਵਿਚਾਰ ਅਤੇ ਸਵਾਲ ਛੱਡੋ! 📌 ਮੁਫ਼ਤ AI ਪ੍ਰੋਜੈਕਟ ਅੱਪਡੇਟ ਪ੍ਰਾਪਤ ਕਰੋ: manuagi.beehiiv.com 📌 ਮਹੱਤਵਪੂਰਨ AI ਟੂਲ (ਐਫੀਲੀਏਟ) 🔗 AI ਵੌਇਸ - try.elevenlabs.io 🔗Dzine AI ਮੁਫ਼ਤ ਅਜ਼ਮਾਓ: dzine.ai 📌 ਟਾਈਮਸਟੈਂਪ: 00:00 - ਜਾਣ-ਪਛਾਣ ਭਾਗ 00:56 - VoxCPM: OpenBMB/VoxCPM 01:35 - ਹੁਨਰ: android/skills 02:11 - ਕਰਸਰ ਪਲੱਗਇਨ: cursor/plugins 02:50 - hindsight: vectorize-io/hindsight 03:28 - PageIndex: VectifyAI/PageIndex 04:05 - ਯੋਮਾਡੋ : chekusu/yomado 04:56 - ਪੇਲੇ : obsidianmd/pele 05:33 - ascii-sharks : stackedlol/ascii-sharks 06:08 - EAGLE-4 : eagle-hq/EAGLE-4 06:48 - ElyOffice : ELY-Open-Source/ElyOffice 07:27 - ਜ਼ੀਰੋ-ਬ੍ਰੀਚ : interplains/zero-breach 08:08 - ਟੀਵੀ-ਡੀਟੌਕਸ : Ansub/tv-detox 08:47 - ਪਾਂਡਾਕੋਡ : aicodeking/pandacode 09:33 - ਓਂਡਾਈਨ : wevm/ondine 10:20 - ra-jit : indexable-inc/ra-jit 11:12 - Snitch : aixisstudio/Snitch 11:55 - ਓਪਨ-ਸਕ੍ਰੀਨ-ਸ਼ੇਅਰਿੰਗ : nekohasekai/open-screen-sharing 12:37 - ਈਅਰਸ਼ਾਟ : Leonxlnx/earshot 13:29 - net-merge : rohit267/net-merge 14:14 - Hy-Memory : Tencent-Hunyuan/Hy-Memory 📈 ਹੋਰ AI ਟਿਊਟੋਰਿਅਲ, ਸੁਝਾਅ, ਅਤੇ ਉਦਯੋਗ ਸੂਝ ਲਈ ਗਾਹਕ ਬਣੋ। ਆਪਣੇ ਤਕਨੀਕੀ-ਸਮਝਦਾਰ ਦੋਸਤਾਂ ਨਾਲ ਪਸੰਦ, ਟਿੱਪਣੀ ਅਤੇ ਸਾਂਝਾ ਕਰਨਾ ਨਾ ਭੁੱਲੋ! ਟੈਗਸ: ਟੌਪ ਓਪਨ-ਸੋਰਸ ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ, ਵੌਕਸਸੀਪੀਐਮ, ਈਲੀਆਫਿਸ, ਪਾਂਡਾਕੋਡ, ਸਨਿਚ, ਪੇਜਇੰਡੈਕਸ ਅਤੇ ਨੈੱਟ-ਮਰਜ, ਓਪਨ ਸੋਰਸ, ਓਪਨ ਸੋਰਸ ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ, ਟ੍ਰੈਂਡਿੰਗ ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ, ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ, ਡਿਵੈਲਪਰ ਟੂਲਸ, ਡਿਵੈਲਪਰ ਉਤਪਾਦਕਤਾ, ਲੋਕਲ ਟੂਲਸ, ਲੋਕਲ ਫਸਟ, ਸੀਐਲਆਈ ਟੂਲਸ, ਸੈਲਫ ਹੋਸਟਡ, ਏਆਈ ਏਜੰਟ, ਏਆਈ ਕੋਡਿੰਗ ਏਜੰਟ, ਏਆਈ ਟੂਲਸ, ਏਜੰਟ ਸਕਿੱਲਸ, ਏਜੰਟ ਮੈਮੋਰੀ, ਵਰਕਫਲੋ ਆਟੋਮੇਸ਼ਨ, ਏਆਈ ਵਰਕਫਲੋ, ਐਮਸੀਪੀ, ਰੈਗ, ਟੈਕਸਟ ਟੂ ਸਪੀਚ, ਨੈੱਟਵਰਕਿੰਗ, ਸੁਰੱਖਿਆ, ਆਫਿਸ ਸੂਟ, ਰਸਟ, ਪਾਈਥਨ ਹੈਸ਼ਟੈਗਸ: #ਓਪਨਸੋਰਸ #ਗਿੱਟਹੱਬ ਪ੍ਰੋਜੈਕਟਸ #ਡਿਵੈਲਪਰ #ਪ੍ਰੋਗਰਾਮਿੰਗ #ਡੇਵਟੂਲਸ #ਏਏਜੈਂਟਸ #ਏਕੋਡਿੰਗ #ਏਜੈਂਟਸਕਿੱਲਸ #ਏਜੈਂਟਮੈਮੋਰੀ #ਐਮਸੀਪੀ #ਰੈਗ #ਲੋਕਲਫਸਟ #ਰਸਟ #ਪਾਈਥਨ #ਟੀਟੀਐਸ [pl] Najlepsze projekty open-source na GitHubie: VoxCPM, ElyOffice, pandacode, Snitch, PageIndex i net... 👉 AI Agents Studio: youtube.com „Ten film omawia najpopularniejsze w tym tygodniu projekty open source na GitHubie, wybrane ze względu na praktyczną produktywność programistów. Zobaczysz narzędzia lokalne, które przechowują pliki na Twoim komputerze, projekty zbudowane z myślą o wydajności oraz kilka, które usprawniają pracę agentów AI i przepływy pracy programistów. Przyjrzymy się VoxCPM, wielojęzycznemu syntezatorowi mowy bez tokenizatora, ElyOffice, pakietowi biurowemu offline stworzonemu w Rust, oraz pandacode, który umożliwia jednoczesne uruchamianie wszystkich agentów programistów. Znajdziesz tu dobry wybór dla każdego, kto tworzy aplikacje głosowe, pracuje z agentami programistycznymi lub monitoruje ruch sieciowy. Proste, przydatne narzędzia, które możesz wypróbować już dziś.” 👍 Polub, udostępnij i zasubskrybuj, aby otrzymywać więcej informacji o postępach w dziedzinie AI. Podziel się swoimi przemyśleniami i pytaniami w komentarzach poniżej! 📌 Otrzymuj BEZPŁATNE aktualizacje projektów AI: manuagi.beehiiv.com 📌 Ważne narzędzia AI (program partnerski) 🔗 Głos AI - try.elevenlabs.io 🔗 Wypróbuj D
I installed and ran this week's top new GitHub repos (4/8 worked) | 18 Oct 2026 Every week GRAIG installs and runs the most-starred new GitHub repositories in an isolated sandbox and shows the real output. This week: 4 of 8 ran first time.1. deeplethe/solid-glass — Installed — demo failed deeplethe/solid-glass · TypeScript · ★2,011 · licence MIT2. chenglou/handwired — Not run chenglou/handwired · TypeScript · ★1,723 · licence MIT3. Caho1/open-claude-ui — Not run Caho1/open-claude-ui · TypeScript · ★1,205 · licence MIT4. outcrawlai/scout — Install failed outcrawlai/scout · TypeScript · ★945 · licence Apache-2.05. CoolkHz/gptibo — Ran CoolkHz/gptibo · TypeScript · ★827 · licence MIT6. Tencent-Hunyuan/Hy-Memory — Ran Tencent-Hunyuan/Hy-Memory · Python · ★757 · licence NOASSERTION7. yeyuxin777/baoyan-agent-benchmark — Ran yeyuxin777/baoyan-agent-benchmark · Python · ★599 · licence MIT8. showheyohtaki/motion-prompt — Ran showheyohtaki/motion-prompt · JavaScript · ★404 · licence MITHow we test: a fresh gVisor sandbox per repo (internet limited to PyPI, npm and GitHub, no secrets), shallow clone, install, then a short demo. One run on one day; results can differ on your machine. Descriptions come from each project's README. Narration is an AI voice.Built by sonofgraig: sonofgraig.com #opensource #programming #ai
GitHub Trending Weekly #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge This is GitHub Trending Weekly #54. 35 trending open-source projects on GitHub right now. Paid channel subscription: youtube.com Text version link: githubawesome.com 00:00 - Introduction 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - Open Screen Sharing nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 -AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin Thank you so much for watching. Please like the video and subscribe to our channel. #github #ai #opensource Notice: The content was created with the assistance of AI and may contain inaccuracies or errors. ▬▬▬▬▬▬ 👋 Contact me 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ Buy Me A Coffee link.githubawesome.com [ar] GitHub Trending الأسبوعي #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge هذا هو العدد 54 من نشرة GitHub الأسبوعية لأكثر المشاريع رواجاً. يضم 35 مشروعاً مفتوح المصدر رائجاً على GitHub حالياً. الاشتراك المدفوع في القناة: youtube.com رابط النسخة النصية: githubawesome.com 00:00 - مقدمة 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - مشاركة الشاشة المفتوحة nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - شبكة ريزون reason-machines/reason-network 06:31 - تريم-1 caveman-ai/trim-1 06:57 - يومادو chekusu/yomado 07:24 - هاي-ميموري Tencent-Hunyuan/Hy-Memory 07:50 - أوبن ديسك useopendesk/opendesk 08:18 - محاكي أجهزة سي 64 antirez/c64-hw-simulator 08:45 - بيني openbin-ai/binny 09:08 - فرامتيل sitor-ai/frametell 09:33 - إي إس بي 32 سيم mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 -AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin شكرًا جزيلًا على المشاهدة. يُرجى الإعجاب بالفيديو والاشتراك في قناتنا. #github #ai #opensource ملاحظة: تم إنشاء هذا المحتوى بمساعدة الذكاء الاصطناعي، وقد يحتوي على معلومات غير دقيقة أو أخطاء. ▬▬▬▬▬▬ 👋 تواصل معي 👋 ▬▬▬▬▬▬ ➡ لينك تري: link.githubawesome.com ➡ ادعمني بشراء قهوة: link.githubawesome.com [bn] GitHub ট্রেন্ডিং উইকলি #৫৪: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge এটি গিটহাব ট্রেন্ডিং উইকলি #৫৪। এই মুহূর্তে গিটহাবে ৩৫টি ট্রেন্ডিং ওপেন-সোর্স প্রজেক্ট। পেইড চ্যানেল সাবস্ক্রিপশন: youtube.com টেক্সট ভার্সনের লিঙ্ক: githubawesome.com ০০:০০ - ভূমিকা ০০:১০ - git-ai feder-cr/git-ai ০০:৩৬ - sill Saffsanity/sill ০১:০০ - Filee KnifeLemon/Filee ০১:২৪ - Tracely-ai jwuthri-cloud/Tracely-ai ০১:৪৮ - Snitch aixisstudio/Snitch ০২:১৫ - Open Screen Sharing nekohasekai/open-screen-sharing ০২:৩৯ - web-ocean Noniv/web-ocean ০৩:০৫ - earshot Leonxlnx/earshot ০৩:৩১ - net-merge rohit267/net-merge ০৩:৫৬ - leanrea aicodeking/leanrea ০৪:২১ - tv-vibehack Gathin23/tv-vibehack ০৪:৪৯ - harness2 google-research/harness2 ০৫:১৫ - motion-prompt showheyohtaki/motion-prompt ০৫:৪২ - timestral mistralai/timestral ০৬:০৭ - reason-network reason-machines/reason-network ০৬:৩১ - trim-1 caveman-ai/trim-1 ০৬:৫৭ - yomado chekusu/yomado ০৭:২৪ - Hy-Memory Tencent-Hunyuan/Hy-Memory ০৭:৫০ - opendesk useopendesk/opendesk ০৮:১৮ - c64-hw-simulator antirez/c64-hw-simulator ০৮:৪৫ - binny openbin-ai/binny ০৯:০৮ - frametell sitor-ai/frametell ০৯:৩৩ - esp32sim mikroverk/esp32sim ১০:০০ - mcp-for-blender-pro anujasid/mcp-for-blender-pro ১০:২৬ - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt ১০:৫৪ - Mayoi sorrycc/Mayoi ১১:১৮ - enclose enclosedev/enclose ১১:৪১ - SOMA Kai-Jungsthoefel/SOMA ১২:০৮ - anan-iphone-use ananhq/anan-iphone-use ১২:৩৩ - coop-anything cranebeaker/coop-anything ১৩:০২ - casa-serra Sam1983Aing/casa-serra ১৩:২৭ - Morrow Aarav2709/Morrow ১৩:৫৪ - এআই-সায়েন্টিস্ট-ভি৩ SakanaAI/AI-Scientist-v3 ১৪:১৮ - ফ্লিপফ্লপ andunieee/flipflop ১৪:৪৬ - পারিন Kapendev/parin ভিডিওটি দেখার জন্য আপনাকে অসংখ্য ধন্যবাদ। অনুগ্রহ করে ভিডিওটি লাইক করুন এবং আমাদের চ্যানেলটি সাবস্ক্রাইব করুন। #github #ai #opensource বিজ্ঞপ্তি: এই কন্টেন্টটি এআই (AI)-এর সহায়তায় তৈরি করা হয়েছে এবং এতে ভুল বা ত্রুটি থাকতে পারে। ▬▬▬▬▬▬ 👋 আমার সাথে যোগাযোগ করুন 👋 ▬▬▬▬▬▬ ➡ লিঙ্কট্রি: link.githubawesome.com ➡ বাই মি এ কফি: link.githubawesome.com [de-DE] GitHub Trending Weekly #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge Dies ist GitHub Trending Weekly #54. 35 aktuell angesagte Open-Source-Projekte auf GitHub. Abonnement des kostenpflichtigen Kanals: youtube.com Link zur Textversion: githubawesome.com 00:00 – Einführung 00:10 – git-ai feder-cr/git-ai 00:36 – sill Saffsanity/sill 01:00 – Filee KnifeLemon/Filee 01:24 – Tracely-ai jwuthri-cloud/Tracely-ai 01:48 – Snitch aixisstudio/Snitch 02:15 – Open Screen Sharing nekohasekai/open-screen-sharing 02:39 – web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 - AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin Vielen Dank fürs Zuschauen! Bitte liken Sie das Video und abonnieren Sie unseren Kanal. #github #ai #opensource Hinweis: Dieser Inhalt wurde mithilfe von KI erstellt und kann Ungenauigkeiten oder Fehler enthalten. ▬▬▬▬▬▬ 👋 Kontakt 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ Unterstütze mich mit einer Spende: link.githubawesome.com [es-US] Tendencias semanales de GitHub n.º 54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earsho... Este es el GitHub Trending Weekly #54. 35 proyectos de código abierto que son tendencia en GitHub en este momento. Suscripción de pago al canal: youtube.com Enlace a la versión en texto: githubawesome.com 00:00 - Introducción 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - Open Screen Sharing nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 - AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin Muchas gracias por ver el video. Dale me gusta y suscríbete a nuestro canal. #github #ai #opensource Aviso: El contenido se creó con la ayuda de IA y puede contener imprecisiones o errores. ▬▬▬▬▬▬ 👋 Contáctame 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ Invítame a un café: link.githubawesome.com [fr-FR] GitHub Trending Weekly #54 : git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge Voici le top 54 des tendances hebdomadaires sur GitHub. 35 projets open source populaires sur GitHub en ce moment. Abonnement payant à la chaîne : youtube.com Lien vers la version texte : githubwesome.com 00:00 - Introduction 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - Open Screen Sharing nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 - AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin Merci beaucoup d'avoir regardé cette vidéo. N'hésitez pas à la liker et à vous abonner à notre chaîne. #github #ai #opensource Avertissement : Ce contenu a été créé avec l'aide d'une IA et peut contenir des inexactitudes ou des erreurs. ▬▬▬▬▬▬ 👋 Contactez-moi 👋 ▬▬▬▬▬▬ ➡ LinkTree : link.githubawesome.com ➡ Offrez-moi un café : link.githubawesome.com [hi] GitHub ट्रेंडिंग वीकली #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge यह GitHub ट्रेंडिंग वीकली का 54वां अंक है। GitHub पर इस समय ट्रेंडिंग 35 ओपन-सोर्स प्रोजेक्ट्स की सूची। चैनल की सशुल्क सदस्यता: youtube.com टेक्स्ट संस्करण का लिंक: githubawesome.com 00:00 - परिचय 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - ओपन स्क्रीन शेयरिंग nekohasekai/open-screen-sharing 02:39 - वेब-ओशन Noniv/web-ocean 03:05 - ईयरशॉट Leonxlnx/earshot 03:31 - नेट-मर्ज rohit267/net-merge 03:56 - लीनरिया aicodeking/leanrea 04:21 - टीवी-वाइबहैक Gathin23/tv-vibehack 04:49 - हार्नेस2 google-research/harness2 05:15 - मोशन-प्रॉम्प्ट showheyohtaki/motion-prompt 05:42 - टाइमस्ट्रल mistralai/timestral 06:07 - रीज़न-नेटवर्क reason-machines/reason-network 06:31 - ट्रिम-1 caveman-ai/trim-1 06:57 - योमाडो chekusu/yomado 07:24 - हाई-मेमोरी Tencent-Hunyuan/Hy-Memory 07:50 - ओपनडेस्क useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - बिन्नी openbin-ai/binny 09:08 - फ्रेमटेल sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 - AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin वीडियो देखने के लिए बहुत-बहुत धन्यवाद। कृपया वीडियो को लाइक करें और हमारे चैनल को सब्सक्राइब करें। #github #ai #opensource सूचना: यह सामग्री AI की सहायता से बनाई गई है और इसमें कुछ त्रुटियाँ या अशुद्धियाँ हो सकती हैं। ▬▬▬▬▬▬ 👋 मुझसे संपर्क करें 👋 ▬▬▬▬▬▬ ➡ लिंक ट्री: link.githubawesome.com ➡ मुझे कॉफ़ी पिलाएँ: link.githubawesome.com [id] GitHub Trending Mingguan #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge Ini adalah GitHub Trending Weekly #54. 35 proyek open-source yang sedang tren di GitHub saat ini. Langganan saluran berbayar: youtube.com Tautan versi teks: githubawesome.com 00:00 - Pendahuluan 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - Open Screen Sharing nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 -AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin Terima kasih banyak telah menonton. Silakan sukai video ini dan berlangganan saluran kami. #github #ai #opensource Peringatan: Konten ini dibuat dengan bantuan AI dan mungkin mengandung ketidakakuratan atau kesalahan. ▬▬▬▬▬▬ 👋 Hubungi saya 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ Dukung saya dengan membeli kopi: link.githubawesome.com [it] GitHub Trending Weekly #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge Questa è la rubrica settimanale "GitHub Trending #54". 35 progetti open source di tendenza su GitHub in questo momento. Abbonamento a pagamento al canale: youtube.com Link alla versione testuale: githubawesome.com 00:00 - Introduzione 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - Aprire la condivisione dello schermo Italiano: nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral Italiano: mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell Italiano: sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 - AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin Grazie mille per aver guardato il video. Metti mi piace e iscriviti al nostro canale. #github #ai #opensource Nota: il contenuto è stato creato con l'aiuto dell'IA e potrebbe contenere imprecisioni o errori. ▬▬▬▬▬▬ 👋 Contattami 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ Offrimi un caffè link.githubawesome.com [iw] GitHub Trending Weekly #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge זהו מגזין GitHub Trending Weekly #54. 35 פרויקטים בקוד פתוח פופולריים ב-GitHub כרגע. מנוי לערוץ בתשלום: youtube.com קישור לגרסת טקסט: githubawesome.com 00:00 - מבוא 00:10 - git-ai feder-cr/git-ai 00:36 - סיל Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - סניץ' aixisstudio/Snitch 02:15 - שיתוף מסך פתוח nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - שמיעה Leonxlnx/earshot 03:31 - מיזוג רשת rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - האק של הטלוויזיה Gathin23/tv-vibehack 04:49 - רתמה2 google-research/harness2 05:15 - הנחיית תנועה showheyohtaki/motion-prompt 05:42 - סטריאל זמן mistralai/timestral 06:07 - רשת סיבה reason-machines/reason-network 06:31 - חיתוך-1 caveman-ai/trim-1 06:57 - יומאדו chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - מאיו sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungshoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - מורו Aarav2709/Morrow 13:54 -AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin תודה רבה שצפיתם. אנא עשו לייק לסרטון והירשמו לערוץ שלנו. #github #ai #opensource הערה: התוכן נוצר בעזרת בינה מלאכותית ועשוי להכיל אי דיוקים או שגיאות. ▬▬▬▬▬▬ 👋 צרו איתי קשר 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ תקנו לי קפה link.githubawesome.com [ja] GitHub週間トレンド #54：git-ai、sill、Filee、Tracely-ai、Snitch、web-ocean、earshot、net-merge こちらはGitHubトレンドウィークリー第54回です。現在GitHubで注目を集めているオープンソースプロジェクト35件をご紹介します。 有料チャンネル登録：youtube.com テキスト版リンク：githubawesome.com 00:00 - はじめに 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - Open Screen Sharing nekohasekai/open-screen-sharing 02:39 - Web-Ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 - AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin ご視聴いただきありがとうございました。動画への「いいね」とチャンネル登録をお願いします。 #github #ai #opensource 注意：このコンテンツはAIの支援を受けて作成されたため、不正確な情報や誤りが含まれている可能性があります。 ▬▬▬▬▬▬ 👋 ご連絡ください 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ Buy Me A Coffee: link.githubawesome.com [ko] GitHub 주간 트렌드 #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge GitHub 주간 인기 프로젝트 #54입니다. 지금 GitHub에서 가장 인기 있는 오픈소스 프로젝트 35개를 소개합니다. 유료 채널 구독: youtube.com 텍스트 버전 링크: githubwesome.com 00:00 - 소개 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - 화면 공유 시작 nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 - AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin 시청해 주셔서 감사합니다. 영상에 좋아요를 누르고 채널 구독도 부탁드립니다. #github #ai #opensource 주의: 본 콘텐츠는 AI를 이용하여 제작되었으며, 부정확하거나 오류가 포함될 수 있습니다. ▬▬▬▬▬▬ 👋 연락처 👋 ▬▬▬▬▬▬ ➡ 링크트리: link.githubawesome.com ➡ 커피 한 잔 사주세요: link.githubawesome.com [ml] GitHub ട്രെൻഡിംഗ് വീക്ക്ലി #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net... ഇതാണ് GitHub ട്രെൻഡിംഗ് വീക്ക്ലി #54. GitHub-ൽ ഇപ്പോൾ ട്രെൻഡിംഗ് ആയ 35 ഓപ്പൺ സോഴ്സ് പ്രോജക്ടുകൾ. പണമടച്ചുള്ള ചാനൽ സബ്സ്ക്രിപ്ഷൻ: youtube.com ടെക്സ്റ്റ് പതിപ്പ് ലിങ്ക്: githubawesome.com 00:00 - ആമുഖം 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - ഫയലി KnifeLemon/Filee 01:24 - ട്രേസ്ലി-ഐ jwuthri-cloud/Tracely-ai 01:48 - സ്നിച്ച് aixisstudio/Snitch 02:15 - ഓപ്പൺ സ്ക്രീൻ പങ്കിടൽ nekohasekai/open-screen-sharing 02:39 - വെബ്-ഓഷ്യൻ Noniv/web-ocean 03:05 - ഇയർഷോട്ട് Leonxlnx/earshot 03:31 - നെറ്റ്-മെർജ് rohit267/net-merge 03:56 - ലീൻറിയ aicodeking/leanrea 04:21 - ടിവി-വൈബ്ഹാക്ക് Gathin23/tv-vibehack 04:49 - ഹാർനെസ്2 google-research/harness2 05:15 - മോഷൻ-പ്രോംപ്റ്റ് showheyohtaki/motion-prompt 05:42 - ടൈംസ്ട്രൽ mistralai/timestral 06:07 - റീസൺ-നെറ്റ്വർക്ക് reason-machines/reason-network 06:31 - ട്രിം-1 caveman-ai/trim-1 06:57 - യോമാഡോ chekusu/yomado 07:24 - ഹൈ-മെമ്മറി Tencent-Hunyuan/Hy-%E0%B4%AE%E0%B5%86%E0%B4%AE%E0%B5%8D%E0%B4%AE%E0%B4%B1%E0%B4%BF 07:50 - ഓപ്പൺഡെസ്ക് useopendesk/opendesk 08:18 - c64-hw-സിമുലേറ്റർ antirez/c64-hw-%E0%B4%B8%E0%B4%BF%E0%B4%AE%E0%B5%81%E0%B4%B2%E0%B5%87%E0%B4%B1%E0%B5%8D%E0%B4%B1%E0%B5%BC 08:45 - ബിന്നി openbin-ai/binny 09:08 - ഫ്രെയിംടെൽ sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - മയോയ് sorrycc/Mayoi 11:18 - എൻക്ലോസ് ചെയ്യുക enclosedev/enclose 11:41 - സോമ Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - മോറോ Aarav2709/Morrow 13:54 -AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin കണ്ടതിന് വളരെ നന്ദി. ദയവായി വീഡിയോ ലൈക്ക് ചെയ്യുകയും ഞങ്ങളുടെ ചാനൽ സബ്സ്ക്രൈബ് ചെയ്യുകയും ചെയ്യുക. #github #ai #opensource ശ്രദ്ധിക്കുക: ഉള്ളടക്കം AI യുടെ സഹായത്തോടെ സൃഷ്ടിച്ചതാണ്, അതിൽ കൃത്യതയില്ലായ്മകളോ പിശകുകളോ അടങ്ങിയിരിക്കാം. ▬▬▬▬▬▬ 👋 എന്നെ ബന്ധപ്പെടുക 👋 ▬▬▬▬▬▬ ➡ ലിങ്ക്ട്രീ: link.githubawesome.com ➡ എനിക്ക് ഒരു കാപ്പി വാങ്ങിത്തരൂ link.githubawesome.com [nl-NL] GitHub Trending Weekly #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge Dit is GitHub Trending Weekly #54. 35 trending open-sourceprojecten op GitHub op dit moment. Betaald kanaalabonnement: youtube.com Link naar tekstversie: githubawesome.com 00:00 - Introductie 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - Open Screen Sharing nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 -AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin Hartelijk dank voor het kijken. Geef de video een like en abonneer je op ons kanaal. #github #ai #opensource Let op: De inhoud is gemaakt met behulp van AI en kan onnauwkeurigheden of fouten bevatten. ▬▬▬▬▬▬ 👋 Neem contact met me op 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ Koop me een koffie: link.githubawesome.com [pa] GitHub Trending Weekly #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge ਇਹ GitHub ਟ੍ਰੈਂਡਿੰਗ ਵੀਕਲੀ #54 ਹੈ। GitHub 'ਤੇ ਇਸ ਵੇਲੇ 35 ਟ੍ਰੈਂਡਿੰਗ ਓਪਨ-ਸੋਰਸ ਪ੍ਰੋਜੈਕਟ। ਭੁਗਤਾਨ ਕੀਤਾ ਚੈਨਲ ਗਾਹਕੀ: youtube.com ਟੈਕਸਟ ਵਰਜਨ ਲਿੰਕ: githubawesome.com 00:00 - ਜਾਣ-ਪਛਾਣ 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - ਓਪਨ ਸਕ੍ਰੀਨ ਸ਼ੇਅਰਿੰਗ nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - ਈਅਰਸ਼ੌਟ Leonxlnx/earshot 03:31 - ਨੈੱਟ-ਮਰਜ rohit267/net-merge 03:56 - ਲੀਨਰੀਆ aicodeking/leanrea 04:21 - ਟੀਵੀ-ਵਿਬੇਹੈਕ Gathin23/tv-vibehack 04:49 - ਹਾਰਨੇਸ2 google-research/harness2 05:15 - ਮੋਸ਼ਨ-ਪ੍ਰੋਂਪਟ showheyohtaki/motion-prompt 05:42 - ਟਾਈਮਸਟ੍ਰਲ mistralai/timetral 06:07 - ਰੀਜ਼ਨ-ਨੈੱਟਵਰਕ reason-machines/reason-network 06:31 - ਟ੍ਰਿਮ-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - ਹਾਈ-ਮੈਮੋਰੀ Tencent-Hunyuan/Hy-%E0%A8%AE%E0%A9%88%E0%A8%AE%E0%A9%8B%E0%A8%B0%E0%A9%80 07:50 - ਓਪਨਡੈਸਕ useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - ਬਿੰਨੀ openbin-ai/binny 09:08 - ਫਰੇਮੈਟਲ sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - ਮਯੋਈ sorrycc/Mayoi 11:18 - ਐਨਕਲੋਜ਼ enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - ਕੱਲ੍ਹ Aarav2709/Morrow 13:54 -AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin ਦੇਖਣ ਲਈ ਤੁਹਾਡਾ ਬਹੁਤ ਧੰਨਵਾਦ। ਕਿਰਪਾ ਕਰਕੇ ਵੀਡੀਓ ਨੂੰ ਪਸੰਦ ਕਰੋ ਅਤੇ ਸਾਡੇ ਚੈਨਲ ਨੂੰ ਸਬਸਕ੍ਰਾਈਬ ਕਰੋ। #github #ai #opensource ਨੋਟਿਸ: ਸਮੱਗਰੀ AI ਦੀ ਸਹਾਇਤਾ ਨਾਲ ਬਣਾਈ ਗਈ ਸੀ ਅਤੇ ਇਸ ਵਿੱਚ ਗਲਤੀਆਂ ਜਾਂ ਗਲਤੀਆਂ ਹੋ ਸਕਦੀਆਂ ਹਨ। ▬▬▬▬▬▬ 👋 ਮੇਰੇ ਨਾਲ ਸੰਪਰਕ ਕਰੋ 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ Buy Me A Coffee link.githubawesome.com [pl] GitHub Trending Weekly #54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge Oto GitHub Trending Weekly nr 54. 35 najpopularniejszych projektów open source na GitHubie. Płatna subskrypcja kanału: youtube.com Link do wersji tekstowej: githubwesome.com 00:00 – Wprowadzenie 00:10 – git-ai feder-cr/git-ai 00:36 – sill Saffsanity/sill 01:00 – Filee KnifeLemon/Filee 01:24 – Tracely-ai jwuthri-cloud/Tracely-ai 01:48 – Snitch aixisstudio/Snitch 02:15 – Udostępnianie ekranu nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 -AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin Dziękujemy bardzo za obejrzenie. Polub film i zasubskrybuj nasz kanał. #github #ai #opensource Uwaga: Treść została stworzona przy pomocy sztucznej inteligencji i może zawierać nieścisłości lub błędy. ▬▬▬▬▬▬ 👋 Skontaktuj się ze mną 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubwesome.com ➡ Kup mi kawę link.githubwesome.com [pt-BR] GitHub Trending Semanal nº 54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-m... Esta é a lista #54 dos projetos de código aberto mais populares do GitHub neste momento. 35 projetos de código aberto em alta no GitHub. Assinatura paga do canal: youtube.com Link para a versão em texto: githubawesome.com 00:00 - Introdução 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - Open Screen Sharing nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 - AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 14:46 - parin Kapendev/parin Muito obrigado por assistir. Curta o vídeo e inscreva-se no nosso canal. #github #ai #opensource Aviso: O conteúdo foi criado com o auxílio de IA e pode conter imprecisões ou erros. ▬▬▬▬▬▬ 👋 Entre em contato comigo 👋 ▬▬▬▬▬▬ ➡ LinkTree: link.githubawesome.com ➡ Compre-me um café: link.githubawesome.com [ru] GitHub Trending Weekly №54: git-ai, sill, Filee, Tracely-ai, Snitch, web-ocean, earshot, net-merge Это еженедельный обзор трендов GitHub № 54. 35 самых популярных проектов с открытым исходным кодом на GitHub прямо сейчас. Платная подписка на канал: youtube.com Ссылка на текстовую версию: githubawesome.com 00:00 - Введение 00:10 - git-ai feder-cr/git-ai 00:36 - sill Saffsanity/sill 01:00 - Filee KnifeLemon/Filee 01:24 - Tracely-ai jwuthri-cloud/Tracely-ai 01:48 - Snitch aixisstudio/Snitch 02:15 - Открытие демонстрации экрана nekohasekai/open-screen-sharing 02:39 - web-ocean Noniv/web-ocean 03:05 - earshot Leonxlnx/earshot 03:31 - net-merge rohit267/net-merge 03:56 - leanrea aicodeking/leanrea 04:21 - tv-vibehack Gathin23/tv-vibehack 04:49 - harness2 google-research/harness2 05:15 - motion-prompt showheyohtaki/motion-prompt 05:42 - timestral mistralai/timestral 06:07 - reason-network reason-machines/reason-network 06:31 - trim-1 caveman-ai/trim-1 06:57 - yomado chekusu/yomado 07:24 - Hy-Memory Tencent-Hunyuan/Hy-Memory 07:50 - opendesk useopendesk/opendesk 08:18 - c64-hw-simulator antirez/c64-hw-simulator 08:45 - binny openbin-ai/binny 09:08 - frametell sitor-ai/frametell 09:33 - esp32sim mikroverk/esp32sim 10:00 - mcp-for-blender-pro anujasid/mcp-for-blender-pro 10:26 - lucian-uxui-prompt Seokwoooo/lucian-uxui-prompt 10:54 - Mayoi sorrycc/Mayoi 11:18 - enclose enclosedev/enclose 11:41 - SOMA Kai-Jungsthoefel/SOMA 12:08 - anan-iphone-use ananhq/anan-iphone-use 12:33 - coop-anything cranebeaker/coop-anything 13:02 - casa-serra Sam1983Aing/casa-serra 13:27 - Morrow Aarav2709/Morrow 13:54 - AI-Scientist-v3 SakanaAI/AI-Scientist-v3 14:18 - flipflop andunieee/flipflop 1
Tencent open-sourced Hy Memory 2.0 (Oct 16), Apache-2.0: - Hy-Memory-30B-A3B: ~3B-active, writes agent memory for Mem0 and MemOS - Tencent's eval: 55.49 avg vs Opus 5's 54.62 - MemHub: one local memory across 10 tools incl. Claude Code, Cursor, Codex Tencent-Hunyuan/Hy-Memory
Hy Memory - 腾讯混元团队开源的面向 LLM AI Agent 的工业级双系统认知记忆引擎与 Python SDK 腾讯给 agent 做的双系统认知记忆 👉 Tencent-Hunyuan/Hy-Memory t.co
Give your AI coding agent permanent memory 🤖 ⭐ GitHub Repository: Tencent-Hunyuan/Hy-Memory In this video, we explore Hy-Memory, an open-source project that hy Memory provides a dual-system cognitive memory engine and Python SDK for self-evolving LLM agents across chat, working, and coding scenes.. #github #coding #opensource #programming #developer
Tencent publica Hy Memory 2.0, memoria para agentes con un modelo especializado y MemHub. Reúne contexto de Codex, Claude Code y otras herramientas autorizadas. Me interesa que los agentes compartan conocimiento en vez de empezar cada tarea de cero. Tencent-Hunyuan/Hy-Memory%E2%81%A0%EF%BF%BD
How to Run Tencent Hy-Memory-30B-A3B Locally (It Beats Opus 5 by 0.87 Points) Tencent's new Hy-Memory-30B-A3B has "memory" in the name, and it doesn't remember a thing between calls. It's a memory writer: a 30B mixture-of-experts model with about 3B active parameters, trained to decide what goes into an external memory store and how old entries get updated. The memory itself still lives in your Mem0, MemOS or Hy-Memory backend, in a vector database you run. If you only want it running: the Q4_K_M GGUF is 18.2 GB, loads in llama.cpp from release b9993 onward or in Ollama, and there's an MLX build for Apple Silicon. A 24 GB GPU or a 32 GB Mac is the realistic floor. Below are the commands for llama.cpp, Ollama, vLLM and MLX, what the benchmarks actually say (the "beats Claude Opus 5" headline is a 0.87-point margin), and why I think a model that writes memory instead of holding it is the better design. What "memory" means in Hy-Memory-30B-A3B The model card says it replaces the general-purpose LLM inside Mem0, MemOS and Hy-Memory. Those frameworks already call an LLM on every write to pull facts out of a conversation and reconcile them with what's already stored ("user moved from Berlin to Seattle" should overwrite, not append). In a lot of setups that call goes to a hosted model like GPT, Claude or DeepSeek, billed per token, on every turn of every user. Hy-Memory-30B-A3B is a small model trained for exactly that job. Tencent trained it in two stages, both run inside the actual memory harnesses: 1. Memory on-policy distillation, where a teacher supervises the student's chain of memory states. 2. "Attributed" memory RL, which assigns credit at chunk level and carries the selected memory bank across windows. The quickstart example on the card shows what it's for. System prompt: extract explicit user facts and preferences, don't infer, return JSON with a memories list of strings. Temperature 0, 512 max tokens, thinking off. That's the whole product: a structured extractor you can host yourself. The specs From the card and config.json: | Spec | Value | |---|---| | Architecture | HYV3ForCausalLM (hy_v3), same family as Tencent's Hy3 | | Total / active params | 30B / ~3B | | Experts | 128 routed, 8 per token | | Layers / hidden size | 48 / 2048 | | Max position embeddings | 262,144 | | Languages | English, Chinese | | License | Apache-2.0 | | Paper | arXiv 2610.22196 | Apache-2.0 is the good news here. No custom "community license" with a monthly-active-users clause, so you can put it inside a commercial product without calling legal. The benchmarks, read carefully Tencent's headline table swaps only the memory writer and keeps the answer model, judge and retrieval fixed. Averages across six benchmarks (LoCoMo, LongMemEval, PersonaMem-v2, Travel, Shopping, Code Memory Bench): | Memory writer | Mem0 | Hy-Memory | MemOS | EverMemOS (held out) | Avg | |---|---|---|---|---|---| | Hy-Memory-30B-A3B | 54.02 | 60.55 | 50.51 | 56.89 | 55.49 | | Claude Opus 5 | 53.43 | 60.53 | 50.50 | 54.04 | 54.62 | | DeepSeek V4.1 Flash | 49.73 | 60.20 | 49.17 | 55.47 | 53.64 | | Qwen3.6-35B-A3B | 47.51 | 55.87 | 47.36 | 50.75 | 50.37 | | Qwen3-30B-A3B | 39.81 | 45.67 | 45.44 | 46.57 | 44.37 | "Beats Claude Opus 5" is technically true and mostly noise. The margin is 0.87 points on average, 0.02 on Hy-Memory, 0.01 on MemOS. These are vendor numbers on a fixed 20% subsample of each benchmark, using Tencent's own harness and judge. OrcaRouter's write-up put it well: the model "has earned the right to be tested, not the right to be believed." The result I care about is the bottom half of the table. Against the Qwen3-30B-A3B you'd otherwise drop in as a cheap local extractor, it's +11 points on average, and the EverMemOS column is a framework it never saw in training. If you're running Mem0 with a small local model today, that gap is the reason to try it. The per-benchmark scores are worth a look too. On Shopping, no writer in any harness gets above 24, Opus 5 included, and Hy-Memory itself lands between 18.33 and 21.11, so some memory tasks stay unsolved no matter who writes the memory. The A3B catch: fast, but all 30B weights still sit in memory Every A3B model has the same fine print. Only ~3B parameters fire per token, so decode is fast. But the router can pick any of the 128 experts on the next token, so all of them have to be loaded. You pay RAM for 30B and compute for 3B. Sizes for the published files: | Build | Size on disk | Source | |---|---|---| | BF16 (original) | ~60 GB | model repo | | GGUF Q8_0 | 32.0 GB | rapatsky GGUF | | GGUF Q6_K | 24.7 GB | same | | GGUF Q5_K_M | 21.4 GB | same | | GGUF Q4_K_M | 18.2 GB | same | | MLX mixed 4/6-bit | ~17 GB (18.2 GB listed) | hermitdave MLX | Add KV cache and OS overhead on top. Realistic floor: a 24 GB GPU or a 32 GB Mac for Q4_K_M, and 64 GB if you want Q8_0 with room for a long context. The 262K max context is a config value; the GGUF uploader tested at 32K and says so explicitly. Run Hy-Memory-30B-A3B with llama.cpp or Ollama hy_v3 support landed in mainline llama.cpp with PR #25395, shipped in release b9993. Older builds don't know the architecture and won't load the file. Then, using the uploader's own command: hf download rapatsky/Hy-Memory-30B-A3B-GGUF \ Hy-Memory-30B-A3B-Q5_K_M.gguf chat_template.jinja --local-dir ./hy-memory-gguf llama-server \ --model ./hy-memory-gguf/Hy-Memory-30B-A3B-Q5_K_M.gguf \ --alias hy-memory --host 127.0.0.1 --port 8081 \ --n-gpu-layers all --flash-attn on \ --ctx-size 32768 --parallel 1 \ --batch-size 512 --ubatch-size 256 \ --cache-type-k f16 --cache-type-v f16 \ --jinja --chat-template-file ./hy-memory-gguf/chat_template.jinja \ --chat-template-kwargs '{"reasoning_effort":"no_think"}' Ollama works off the same repo: ollama run hf.co/rapatsky/Hy-Memory-30B-A3B-GGUF:Q4_K_M. Two things from that model card worth knowing before you convert your own GGUF. Tencent's config lists moe_intermediate_size=1536, but the actual expert tensors are 768, and the uploader patched it to 768 during conversion. And their small sanity test (34 handcrafted English dialogues plus 34 Russian ones) got 68/68 valid JSON on every quant, but only 23/34 strict successes in English, also on every quant. The failures were duplicated facts, over-storing and the odd unsupported inference, all wrapped in perfectly valid JSON. Run it with vLLM (full BF16) This is the officially documented path. The card says it was tested with vLLM v0.31.0 and expects the served name hy-memory: pip install vllm vllm serve tencent/Hy-Memory-30B-A3B --served-model-name hy-memory That's the BF16 checkpoint, so plan for ~60 GB of weights before KV cache. One 80 GB card, or tensor parallel across two 48 GB cards. Then call it like the card's example: from openai import OpenAI client = OpenAI(base_url="http://localhost:8000/v1", api_key="EMPTY") resp = client.chat.completions.create( model="hy-memory", messages=[ {"role": "system", "content": "Extract explicit user facts and preferences as concise, " "self-contained statements. Do not infer. Return JSON: {\"memories\": [...]}"}, {"role": "user", "content": "I'm a software engineer in Seattle, vegetarian, and I prefer Python."}, ], temperature=0.0, max_tokens=512, extra_body={"chat_template_kwargs": {"reasoning_effort": "no_think"}}, ) print(resp.choices[0].message.content) Run it with MLX on a Mac Upstream mlx-lm doesn't know hy_v3 yet. The hermitdave Mixed4-6 build ships its own hy_v3.py and points to it from config.json, so it loads with stock mlx-lm: pip install -U mlx-lm mlx_lm.server --model hermitdave/Hy-Memory-30B-A3B-MLX-Mixed4-6 --port 8080 Don't grab the -omlx variants by mistake: they use different expert keys and fail in mlx-lm with "Received 423 parameters not in model." The uploader reports ~65 tok/s decode on an M3 Max with 64 GB, perplexity within 0.94% of the 8-bit build, and 70/70 facts recalled on their extraction test. Plug it into Mem0 or the Hy-Memory SDK Tencent's Hy-Memory SDK (pip install hy-memory==2.0.3) accepts any OpenAI-compatible endpoint through MEMORY_LLM_BASE_URL and MEMORY_LLM_API_KEY, so point it at your llama-server or vLLM port. Use pro mode: lite makes no LLM calls at all, which means the writer model never runs. You still need a separate embedding endpoint (MEMORY_EMBEDDER_MODEL, MEMORY_EMBEDDING_DIMS). Mem0 and MemOS take an OpenAI-compatible base URL the same way. Why I want memory outside the model I'd rather have memory as a specialist model writing into a store I can inspect than as hidden state baked into weights. When a user says "forget my address," I want to run a DELETE and see the row disappear. Hy-Memory-30B-A3B fits that setup: it makes the expensive per-write LLM call cheap and local, and the memory stays yours. What it doesn't fix is the write quality ceiling. A 0.87-point lead over Opus 5 on a vendor subsample and a 23/34 strict pass rate on a community test both say the same thing: test it on your own conversations before you trust it with your users' data. So which side are you on? Do you want memory built into the model, or kept outside it in a vector store you control? And if you're already running Mem0 or similar, what are you using as the extractor today? Sources - tencent/Hy-Memory-30B-A3B model card and config.json - Tencent-Hunyuan/Hy-Memory on GitHub - Technical report, arXiv 2610.22196 - rapatsky/Hy-Memory-30B-A3B-GGUF - hermitdave/Hy-Memory-30B-A3B-MLX-Mixed4-6 - llama.cpp PR #25395 and release b9993 - OrcaRouter: Hy-Memory-30B-A3B quiet release