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LlamaIndex

Appears in 14 awesome lists

(MIT) provides modules for structured outputs at different levels of abstraction, including output parsers for text completion endpoints, Pydantic programs for mapping prompts to structured outputs using function calling or output parsing, and pre-defined Pydantic programs for specific output types.

Open github.comrun-llama/llama_index

Found in these lists

AI Game DevTools (AI-GDT)

Section: Game (World Model & Agent) · LlamaIndex is a data framework for your LLM application.

ActiveScore 77

Awesome Ai Agents 2026

Section: General Purpose · Data-focused. Best for RAG agents.

ActiveScore 74

awesome-ChatGPT-repositories

Section: Langchain · LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

FreshScore 87

Awesome Data Analysis

Section: Tools · Data framework for LLM-based applications with RAG capabilities.

FreshScore 80

Awesome LangChain

Section: Other LLM Frameworks · provides a central interface to connect your LLM's with external data.

FreshScore 90

Awesome LLM JSON List

Section: Python Libraries · (MIT) provides modules for structured outputs at different levels of abstraction, including output parsers for text completion endpoints, Pydantic programs for mapping prompts to structured outputs using function calling or output parsing, and pre-defined Pydantic programs for specific output types.

StaleScore 55

Awesome LLM Resources

Section: 推理 Inference · A data framework for your LLM applications.

FreshScore 87

Awesome local LLM

Section: Agent Frameworks · the leading framework for building LLM-powered agents over your data

FreshScore 87

Awesome Open Source AI

Section: 5. Retrieval-Augmented Generation (RAG) & Knowledge · Full-featured RAG pipeline with advanced indexing.

FreshScore 89

Awesome Production Machine Learning

Section: Industry Strength Natural Language Processing · LlamaIndex (GPT Index) is a data framework for your LLM application.

FreshScore 92

Awesome Prompts

Section: Tools & Libraries · Data ingestion and RAG pipelines

FreshScore 90

awesome-python

Section: Other · LlamaIndex is the document processing platform for AI

FreshScore 81

Awesome AI Agents: Tools, Resources, and Projects

Section: Repositories · LlamaIndex offers a variety of tools for building data agents, with top downloads including IonicShoppingToolSpec, OpenAPIToolSpec, WikipediaToolSpec, GmailToolSpec, and GoogleCalendarToolSpec, enabling seamless integration with user-defined functions, query engines, and third-party services…

SlowScore 68

Awesome Python

Section: AI and Agents · A data framework for your LLM application.

FreshScore 94

LangChain

Langchain integrates various providers like Anthropic, AWS, and OpenAI, and offers tools for components such as LLMs, chat models, and data analysis, supporting functionalities from Alpha Vantage to YouTube github | docs

In 20 listsDetails

LiteLLM

Unified proxy and SDK that routes to 100+ LLM providers behind a single OpenAI-compatible interface, with a Router handling retry/fallback across deployments, per-project cost and rate-limit tracking, and OTEL callback integrations. The right infrastructure layer when your harness needs provider…

In 16 listsDetails

Dify

February 2026 release making human oversight a native workflow primitive: suspend execution at critical decision points, expose review-and-edit UI mid-flow, and route subsequent execution based on human action (approve/reject/escalate). Demonstrates how HITL transitions from bolt-on approval gates…

In 14 listsDetails

Haystack

Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search,…

In 13 listsDetails

AutoGen

Microsoft's multi-agent conversation framework with a complete AgentChat layer covering agent loop, tool integration, termination conditions, and human-in-the-loop. The most comprehensive open-source reference for large-scale multi-agent harness design.

In 14 listsDetails

PydanticAI

June 2026 harness-first redesign built around the Capability primitive: a single composable unit bundling instructions, tools, lifecycle hooks, and model settings. The split between a small stable core and a fast-moving pydantic-ai-harness lets capabilities graduate as they prove essential, while…

In 12 listsDetails

Ollama

Ollama is a tool for running large language models locally, offering easy setup for macOS, Windows, Linux, and Docker, along with a library of models and quickstart guides for customization and integration github | github profile

In 12 listsDetails

DSPy

(MIT) is a framework for algorithmically optimizing LM prompts and weights. DSPy introduced typed predictor and signatures to leverage Pydantic for enforcing type constraints on inputs and outputs, improving upon string-based fields.

In 11 listsDetails