jina-ai/thinkgpt

Health v2 · maintenance only

Flags: no_releases

Adoption not part of the score

1583 stars · 132 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

ThinkGPT is a Python library implementing Chain of Thought techniques for LLMs, providing memory, self-refinement, knowledge compression, and inference primitives. It helps developers build generative agents that reason and remember beyond limited context windows.

Use cases

• add long-term memory to an LLM application
• implement chain of thought reasoning in Python
• compress knowledge to fit into an LLM context window
• build generative agents that remember past experience
• make decisions in code using natural language conditions
• improve model outputs via self-critique and refinement
• retrieve relevant memories to ground LLM predictions

When to choose

• you want lightweight, pythonic building blocks for LLM reasoning and memory
• you need to work around limited context windows with compressed knowledge
• you want to prototype agent techniques like self-refinement quickly

When to avoid

• you need a full production agent framework with orchestration and tooling
• you want a maintained project with active releases
• you prefer frameworks with built-in vector store integrations

Facets

library · maturity maintenance

agent-framework llm-inference prompt-engineering rag nlp artificial-intelligence large-language-models developer-tools python cli chain-of-thought llm-memory self-refinement generative-agents reasoning-primitives docarray ai-agents natural-language-processing

Member repositories

For agents

markdown · JSON · MCP: product_card(name="jina-ai/thinkgpt")