Hindsight Blog
Updates, insights, and deep dives into agent memory
Hindsight Cloud
News and updates from Hindsight Cloud
What's New in Hindsight Cloud: Programmatic API Key Management
Hindsight Cloud now supports programmatic API key management. API keys with the Key Creator capability can create, list, and revoke bank-scoped child keys via the API — no admin or UI access required.
What's New in Hindsight Cloud: Document File Upload
Hindsight Cloud now lets you upload files directly to any memory bank. PDFs, Word documents, PowerPoint presentations, Excel spreadsheets, images, and plain text files are all supported.
Hindsight
Releases, guides, and deep dives into agent memory
How We Built Time-Aware Spreading Activation for Memory Graphs
Hindsight — Stories, Not Rows
Run Hindsight with Ollama: Local AI Memory, No API Keys Needed
Running Hindsight with Ollama gives you a fully local AI memory system. No API keys, no cloud costs, no data leaving your machine. If you want persistent agent memory powered by open-source models on your own hardware, this tutorial walks through the complete setup.
What's new in Hindsight 0.4.17
New features and improvements in Hindsight 0.4.17
Pydantic AI Persistent Memory: Add It in 5 Lines of Code
If you have built an AI agent with Pydantic AI, you already know it handles typed outputs, dependency injection, and async workflows well. But there is one thing it does not do: remember anything between runs. Every call to agent.run() starts with a blank slate. Your agent has no idea what the user said yesterday, what preferences they shared, or what it already researched.
The Memory Upgrade Every OpenClaw User Needs
TL;DR
Give Your OpenAI App a Memory in 5 Minutes
Build a ChatGPT-style chatbot with persistent memory using the OpenAI SDK and Hindsight. Three API calls — retain(), recall(), reflect() — and your app remembers users across restarts, no vector database or RAG pipeline required.
What's new in Hindsight 0.4.16
New features and improvements in Hindsight 0.4.16
The Open-Source MCP Memory Server Your AI Agent Is Missing
AI agents forget everything between sessions. Hindsight gives them persistent, structured memory via MCP. One Docker command to run the full stack locally. Connect any MCP-compatible client. Three core operations: retain (store), recall (search), reflect (reason) — plus mental models that auto-update as memories grow.