kingjulio8238/Memary
The Open Source Memory Layer For Autonomous Agents
Language:Jupyter Notebook
Total stars: 1610
Stars trend:
29 Dec 2024
3am ▋ +5
4am █ +8
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6am ▋ +5
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1pm █▉ +15
2pm █▎ +10
#jupyternotebook
#agents, #knowledgegraph, #memory, #multiagentsystems, #rag, #selfimprovement

potpie-ai/potpie
Prompt-To-Agent : Create custom engineering agents for your codebase
Language:Python
Total stars: 1187
Stars trend:
9 Feb 2025
6am ▋ +5
7am ▍ +3
8am ▎ +2
9am ▉ +7
10am ▍ +3
11am ▊ +6
12pm █▎ +10
1pm █▋ +13
2pm ▉ +7
3pm █ +8
4pm ▍ +3
5pm █▎ +10
#python
#agents, #aiagents, #aiagentsframework, #artificialintelligence, #developertools, #devtools, #generativeai, #knowledgegraph, #memory, #rag

HKUDS/LightRAG
"LightRAG: Simple and Fast Retrieval-Augmented Generation"
Language:Python
Total stars: 13629
Stars trend:
6 Apr 2025
9pm ▏ +1
10pm +0
11pm +0
7 Apr 2025
12am █▌ +12
1am █▏ +9
2am ▊ +6
3am █▍ +11
4am █ +8
5am ██▏ +17
6am ▉ +7
7am █▎ +10
#python
#genai, #gpt, #gpt4, #graphrag, #knowledgegraph, #largelanguagemodels, #llm, #rag, #retrievalaugmentedgeneration

satellitecomponent/Neurite
Fractal Graph-of-Thought. Rhizomatic Mind-Mapping for Ai-Agents, Web-Links, Notes, and Code.
Language:JavaScript
Total stars: 1635
Stars trend:
19 Apr 2025
11am ▏ +1
12pm █▉ +15
1pm ██▋ +21
2pm █▋ +13
3pm █▊ +14
4pm █▏ +9
5pm ▋ +5
6pm ▌ +4
7pm ▊ +6
#javascript
#aiagents, #aiagentsframework, #aigraphs, #aios, #fractals, #graphofthoughts, #groq, #knowledgegraph, #llmos, #mandelbrot, #mindmap, #notetaking, #ollama, #ollamagui, #rag, #retrievalaugmentedgeneration, #secondbrain, #treeofthoughts, #webbrowsing, #webdesktop

cocoindex-io/cocoindex
ETL framework to turn your data AI-ready - with realtime incremental updates and support custom logic like lego.
Language:Rust
Total stars: 672
Stars trend:
20 Apr 2025
3pm █▉ +15
4pm ▍ +3
5pm ▋ +5
6pm ▉ +7
7pm ▋ +5
8pm ▋ +5
9pm ▊ +6
10pm ▊ +6
11pm █ +8
21 Apr 2025
12am ▍ +3
1am ▉ +7
2am ▉ +7
#rust
#ai, #changedatacapture, #data, #dataengineering, #dataindexing, #datainfrastructure, #dataprocessing, #dataflow, #etl, #helpwanted, #indexing, #knowledgegraph, #llm, #pipeline, #python, #rag, #realtime, #rust, #semanticsearch, #streaming

airweave-ai/airweave
Airweave lets agents search any app
Language:Python
Total stars: 1037
Stars trend:
12 May 2025
8am ▎ +2
9am ▏ +1
10am ▎ +2
11am ▏ +1
12pm +0
1pm +0
2pm +0
3pm ▏ +1
4pm █▍ +11
5pm ██▊ +22
6pm ███ +24
7pm ██ +16
#python
#agents, #knowledgegraph, #llm, #llmagent, #rag, #search, #searchagent, #vectordatabase

airweave-ai/airweave
Airweave lets agents search any app
Language:Python
Total stars: 1988
Stars trend:
15 May 2025
4pm █▍ +11
5pm █▏ +9
6pm █▋ +13
7pm ▋ +5
8pm █▎ +10
9pm █▏ +9
10pm █▌ +12
11pm ▊ +6
16 May 2025
12am █▏ +9
1am ▍ +3
2am ██▌ +20
3am █▊ +14
#python
#agents, #knowledgegraph, #llm, #llmagent, #rag, #search, #searchagent, #vectordatabase

cocoindex-io/cocoindex
Real-time data transformation framework for AI. Ultra performant, with incremental processing.
Language:Rust
Total stars: 1459
Stars trend:
20 May 2025
1am ▊ +6
2am ▍ +3
3am ▊ +6
4am █▎ +10
5am █▎ +10
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7am █▎ +10
8am ▎ +2
9am ▌ +4
10am █▎ +10
11am ▉ +7
12pm █ +8
#rust
#ai, #changedatacapture, #data, #dataengineering, #dataindexing, #datainfrastructure, #dataprocessing, #dataflow, #etl, #helpwanted, #indexing, #knowledgegraph, #llm, #pipeline, #python, #rag, #realtime, #rust, #semanticsearch, #streaming

topoteretes/cognee
Memory for AI Agents in 5 lines of code
Language:Python
Total stars: 2395
Stars trend:
4 Jun 2025
11am █ +8
12pm ▎ +2
1pm █ +8
2pm █▏ +9
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5pm ▎ +2
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8pm ▊ +6
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10pm ▌ +4
#python
#ai, #aiagents, #aimemory, #cognitivearchitecture, #cognitivememory, #contributionswelcome, #goodfirstissue, #goodfirstpr, #graphdatabase, #graphrag, #graphrag, #helpwanted, #knowledge, #knowledgegraph, #neo4j, #opensource, #openai, #rag, #vectordatabase

Olow304/memvid
Video-based AI memory library. Store millions of text chunks in MP4 files with lightning-fast semantic search. No database needed.
Language:Python
Total stars: 930
Stars trend:
4 Jun 2025
2pm ▊ +6
3pm ▍ +3
4pm █▌ +12
5pm ▋ +5
6pm ▎ +2
7pm ▍ +3
8pm ▌ +4
9pm ▍ +3
10pm ▍ +3
11pm ▉ +7
5 Jun 2025
12am █▊ +14
1am ██▏ +17
#python
#ai, #context, #embedded, #faiss, #knowledgebase, #knowledgegraph, #llm, #machinelearning, #memory, #nlp, #offlinefirst, #opencv, #python, #rag, #retrievalaugmentedgeneration, #semanticsearch, #vectordatabase, #videoprocessing

divagr18/memlayer
The plug-and-play memory layer for LLMs. Add persistent, intelligent, human-like memory and recall to any model in minutes.
Language:Python
Total stars: 56
Stars trend:
17 Nov 2025
9am ▏ +1
10am ▏ +1
11am ▎ +2
12pm ▏ +1
1pm ▎ +2
2pm ▉ +7
3pm ▍ +3
4pm ▎ +2
5pm ▌ +4
6pm +0
7pm ▏ +1
#python
#agent, #ai, #aiinfrastructure, #contextmanagement, #developertools, #embedded, #graphdatabase, #knowledgegraph, #llm, #llmmemory, #memory, #openai, #persistentmemory, #python, #rag, #retrieval, #retrievalaugmentedgeneration, #semanticsearch, #transformer, #vectordatabase

MemMachine/MemMachine
Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.
Language:Python
Total stars: 564
Stars trend:
19 Nov 2025
10pm ▏ +1
11pm ▎ +2
20 Nov 2025
12am ▎ +2
1am ▏ +1
2am ▎ +2
3am ▌ +4
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5am ▌ +4
6am ▉ +7
7am +0
8am +0
9am ▏ +1
#python
#agent, #agenticai, #agents, #agentssdk, #ai, #aiagents, #chatbots, #conversationalagents, #conversationalai, #genai, #knowledgegraph, #llm, #longshorttermmemory, #memory, #memorymanagement, #persistentmemory, #personalization, #python

FalkorDB/FalkorDB
A super fast Graph Database uses GraphBLAS under the hood for its sparse adjacency matrix graph representation. Our goal is to provide the best Knowledge Graph for LLM (GraphRAG).
Language:C
Total stars: 1906
Stars trend:
24 Nov 2025
12pm ▏ +1
1pm ▎ +2
2pm ▋ +5
3pm ▉ +7
4pm ▏ +1
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8pm █▍ +11
#c
#clouddatabase, #database, #databaseasaservice, #developertools, #devtools, #graphdatabase, #graphrag, #knowledgegraph, #realtimedatabase

memvid/memvid
Memory layer for AI Agents. Replace complex RAG pipelines with a serverless, single-file memory layer. Give your agents instant retrieval and long-term memory.
Language:Rust
Total stars: 10984
Stars trend:
6 Jan 2026
5am ▋ +5
6am █▎ +10
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8am ▋ +5
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11am ▎ +2
12pm +0
1pm ▍ +3
2pm ▍ +3
3pm ▊ +6
4pm ▌ +4
#rust
#ai, #context, #embedded, #faiss, #knowledgebase, #knowledgegraph, #llm, #machinelearning, #memory, #memvid, #mv2, #nlp, #offlinefirst, #opencv, #python, #rag, #retrievalaugmentedgeneration, #semanticsearch, #vectordatabase, #videoprocessing

666ghj/MiroFish
A Simple and Universal Swarm Intelligence Engine, Predicting Anything. 简洁通用的群体智能引擎，预测万物
Language:Python
Total stars: 4642
Stars trend:
5 Mar 2026
8pm ▏ +1
9pm ▏ +1
10pm ▏ +1
11pm ▌ +4
6 Mar 2026
12am ▏ +1
1am +0
2am ▉ +7
3am ██▊ +22
4am ██ +16
#python
#agentmemory, #financialforecasting, #futureprediction, #knowledgegraph, #llms, #multiagentsimulation, #publicopinionanalysis, #python3, #socialprediction, #swarmintelligence

DeusData/codebase-memory-mcp
MCP server that indexes your codebase into a persistent knowledge graph. 64 languages, sub-ms queries, 99% fewer tokens than grep. Single Go binary, no Docker, no API keys.
Language:C
Total stars: 504
Stars trend:
10 Mar 2026
7am ▎ +2
8am ▏ +1
9am ▏ +1
10am ▏ +1
11am ▎ +2
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1pm +0
2pm ▎ +2
3pm ▏ +1
4pm ▏ +1
5pm ▎ +2
6pm ▎ +2
#c
#claudecode, #codeanalysis, #codeintelligence, #codex, #cursor, #developertools, #golang, #knowledgegraph, #mcp, #mcpserver, #modelcontextprotocol, #sqlite, #treesitter, #windsurf

tirth8205/code-review-graph
Local knowledge graph for Claude Code. Builds a persistent map of your codebase so Claude reads only what matters — 6.8× fewer tokens on reviews and up to 49× on daily coding tasks.
Language:Python
Total stars: 651
Stars trend:
17 Mar 2026
12pm ▏ +1
1pm ▏ +1
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3pm +0
4pm +0
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8pm ▏ +1
9pm █▏ +9
10pm ▌ +4
11pm █▎ +10
#python
#aicoding, #claude, #claudecode, #codereview, #graphrag, #incremental, #knowledgegraph, #llm, #mcp, #python, #staticanalysis, #treesitter

GrafeoDB/grafeo
Grafeo is a pure-Rust, high-performance graph database that can be embedded as a library or run as a standalone database, with optional in-memory or persistent storage. Grafeo supports both LPG and RDF and all major query languages.
Language:Rust
Total stars: 191
Stars trend:
21 Mar 2026
3pm ▎ +2
4pm ▎ +2
5pm ▏ +1
6pm ▌ +4
7pm ▌ +4
8pm ▍ +3
9pm ▌ +4
10pm █ +8
11pm ▊ +6
#rust
#cypher, #gql, #grafeo, #grafeodb, #graphdatabase, #graphql, #gremlin, #inmemorydatabase, #knowledgegraph, #labeledpropertygraph, #lpg, #python, #rdf, #resourcedescriptionframework, #sparql

safishamsi/graphify
Claude Code skill. Drop code, papers, images, or notes into a folder and get a knowledge graph with community detection, god nodes, and honest audit trail.
Language:Python
Total stars: 141
Stars trend:
5 Apr 2026
10am ▏ +1
11am +0
12pm +0
1pm +0
2pm +0
3pm +0
4pm +0
5pm +0
6pm █▋ +13
7pm █▉ +15
8pm █▉ +15
#python
#claudecode, #communitydetection, #graphrag, #knowledgegraph, #llm, #obsidian

FlowElement-ai/m_flow
A bio-inspired cognitive memory engine — a new paradigm for Graph RAG.
Language:Python
Total stars: 818
Stars trend:
19 Apr 2026
4pm ▎ +2
5pm ▏ +1
6pm ▏ +1
7pm ▎ +2
8pm ▎ +2
9pm ▌ +4
10pm ▌ +4
11pm ▍ +3
20 Apr 2026
12am ▊ +6
1am ▏ +1
#python
#agentmemory, #agenticai, #aireasoning, #episodicmemory, #graphdatabase, #knowledgegraph, #llm, #longtermmemory, #mcp, #memoryengine, #python, #rag, #semanticmemory, #vectorsearch