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Top 8 Python llamaindex Projects
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Project mention: Quick tip: Replace MongoDB® Atlas with SingleStore Kai in LlamaIndex | dev.to | 2025-01-21
The notebook is adapted from the LlamaIndex GitHub repo.
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Specialized projects that facilitate automatic document indexing and LLM invocation with the document content are gaining traction, for example PrivateGPT, QAnything, and LazyLLM. Another novelty is the integration of LLMs into applications and tools: The Semantic Kernel project aims to integrate LLM invocation during programming and inside the code itself.
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local_llama
This repo is to showcase how you can run a model locally and offline, free of OpenAI dependencies.
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Project mention: MCPAdapt: Seamlessly use 650 MCP servers tools in any agentic framework | news.ycombinator.com | 2025-03-25
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Project mention: Automated RFP (request for proposal) with my PlanExe tool | news.ycombinator.com | 2025-02-14
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RAGformation
Tailored cloud solutions based on use case, cost, and preferences using natural language with Agentic AI to research, design, price, diagram, and report an optimized result.
❄️ Snowflake Cortex AI + Slack 🌐 Mistral Multi Modal ❄️ Journey to Snowflake Monitoring Mastery ❄️ Best Practices for Using QueryTag in Snowflake 💻 CFP The Way 🦾 Multi Agent Framework AWS 📊 Cool Emojis 📈 bRAG LangChain 📝 Tool: What's in your stack? 📎 Awesome Event Driven Architecture Articles 📝 10 AI Open Source Tools 🫶 Documind 💻 Zerox AI 📈 Garak Open Source LLM Scanner 🦾 Magic Quill Image Project 🏃 vLLM to serve LLMs 🤖 OASIS Simulator 🙋🏻♂️ Creating Projects with UV 🛠️ RagFormation ✅ AutoKitteh Tool ✅ WebVM in the browser ✅ UV Pytorch ✅ Redis SQL Trino ✅ Bluesky Websocket Firehose in browser ✅ Data Engineer Handook ✅ Automatic Speech Recognition (ASR) on Edge Devices 🦾 Automatic Researcher with Ollama 🛠️ Podcastify Open Source 🙋🏻♂️ NVIDIA Jetpack 6.1 Upgrade
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SaaSHub
SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives
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ChatWithSQL
ChatWithSQL: Secure, Schema-Validated Text-to-SQL Data Extraction, Eliminating Arbitrary Query Risks from LLMs
Project mention: ChatWithSQL — Secure, Schema-Validated Text-to-SQL Python Library, Eliminating Arbitrary Query Risks from LLMs | dev.to | 2024-12-04
NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
Python llamaindex discussion
Python llamaindex related posts
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MCPAdapt: Seamlessly use 650 MCP servers tools in any agentic framework
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Automated RFP (request for proposal) with my PlanExe tool
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PlanExe: Planning AI that outputs WBS/SWOT/estimates
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Research Study Companion App
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[P] Fullstack LlamaIndex App to Build and Query Document Collections with LLMs (MIT Licensed)
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A note from our sponsor - CodeRabbit
coderabbit.ai | 28 Mar 2025
Index
What are some of the best open-source llamaindex projects in Python? This list will help you:
| # | Project | Stars |
|---|---|---|
| 1 | llama_index | 40,356 |
| 2 | rags | 6,435 |
| 3 | LazyLLM | 1,386 |
| 4 | local_llama | 264 |
| 5 | mcpadapt | 205 |
| 6 | PlanExe | 109 |
| 7 | RAGformation | 31 |
| 8 | ChatWithSQL | 2 |
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