memory
Pipecat Voice AI Persistent Memory: Add Memory to Your Voice Pipeline
Add persistent long-term memory to Pipecat voice AI pipelines. Recall relevant past conversations and retain new exchanges with a single FrameProcessor between your user aggregator and LLM service.
Connect ChatGPT and Perplexity to Hindsight for Long-Term Memory
Use Hindsight's MCP integration to add persistent memory to ChatGPT and Perplexity. Store conversations, knowledge, and insights, then recall them across future sessions with OAuth-secured connections.
Your Agent Is Not Forgetful. It Was Never Given a Memory.
Why agents seem forgetful, and why memory is different from context windows and retrieval. How Hindsight adds long-term memory to agents.
Your OpenCode Agent Forgets Everything Between Sessions. Here's the Fix.
OpenCode sessions are stateless by default. The @vectorize-io/opencode-hindsight plugin adds persistent memory via automatic hooks and three explicit tools.
OpenAI Agents Forget Everything Between Runs. Here's the Fix.
OpenAI Agents SDK agents lose all state when a run ends. hindsight-openai-agents adds three tools and auto-injected memory instructions that give your agents persistent memory across sessions.
Your AI's Memory Is a Black Box. Constellation View Makes It Visible.
Constellation View and the Entity Co-occurrence Graph let you inspect the structure of a Hindsight bank as an interactive graph — debug memory quality, spot noisy hubs, and explain agent recall visually.
What's new in hindsight-openclaw 0.6
hindsight-openclaw 0.6 adds an interactive setup wizard, per-channel OpenClaw memory banks, an external API backend for shared persistent memory, and several reliability improvements.
How I Built Multi-User AI Memory into a Financial Product from Day One
A fintech co-founder shares how he integrated Hindsight into a financial AI system from the start, using self-hosted deployment and tag-based isolation for multi-user memory.
Your Agent Memory Setup Keeps Drifting. Hindsight 0.5.0 Adds a Templates Hub.
Hindsight 0.5.0 adds a Bank Templates Hub. Browse starter templates, import a manifest to configure any bank, and export setups to reuse across environments.
Agno Persistent Memory: Long-Term Memory for Agno Agents
Agno agents start each run fresh. hindsight-agno adds HindsightTools and memory_instructions so they can retain, recall, and reflect across sessions.
Adding Persistent Memory to OpenAI Codex with Hindsight
Give OpenAI Codex persistent memory across sessions with Hindsight. Auto-recall injects context before every prompt. Auto-retain extracts facts when sessions end.
One Memory for Every AI Tool I Use
How to wire Claude, ChatGPT, Claude Code, Codex, and OpenClaw to a single shared Hindsight memory bank using Cloudflare Workers as an OAuth 2.1 proxy.
Persistent Memory for AutoGen Agents with Hindsight
AutoGen agents lose all state when a session ends. hindsight-autogen adds three tools — retain, recall, reflect — that give your agents persistent memory across sessions.
Hindsight Is Now a Native Memory Provider in Hermes Agent
Hermes Agent now supports pluggable memory providers. Here's why Hindsight is the backend to use, and how to set it up in two minutes.
Hindsight Is #1 on BEAM — the Benchmark That Tests Memory at 10 Million Tokens
Hindsight is #1 on BEAM — the memory benchmark that tests at 10M tokens where context stuffing is impossible. See every published result and what drives the 58% margin.
Your OpenClaw Agents Are Strangers to Each Other. Hindsight Changes That.
When you run multiple OpenClaw instances, each one learns independently. Here's how to give every instance in your team a shared memory bank so what one learns, all know.
Teaching the Llama to Remember
LlamaIndex agents reset memory every session. Learn how to add persistent cross-session memory using hindsight-llamaindex in 3 steps. Full code examples included.
Why Your AWS Strands Agent Keeps Starting From Scratch (And How to Stop It)
Why Your AWS Strands Agent Keeps Starting From Scratch (And How to Stop It)
Adding Long-Term Memory to LangGraph and LangChain Agents
Learn how to add long-term memory to LangGraph and LangChain agents using three integration patterns — tools, nodes, and BaseStore — with per-user memory banks and semantic recall.
Agent Memory Benchmark: A Manifesto
Agent Memory Benchmark: A Manifesto
OpenClaude: Build a Claude Code Agent with Long-Term Memory — and Take It Everywhere
OpenClaude: Build a Claude Code Agent with Long-Term Memory — and Take It Everywhere
Give the Only Self-Improving AI Agent (Hermes) a Memory Upgrade It Deserves
How to Add Persistent Memory to Hermes Agent
I Built a Chatbot That Never Forgets — In 80 Lines of Python
I Built a Chatbot That Never Forgets — In 80 Lines of Python
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 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.
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.
How to Add Persistent Memory to OpenClaw with Hindsight
OpenClaw's built-in memory depends on the agent deciding what to save — and models don't do this consistently. Hindsight replaces it with automated extraction and auto-recall: every conversation is captured, facts and entities are extracted in the background, and relevant context is injected before every response automatically. One plugin install, one setup wizard, no Docker.
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.
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.
I Gave 100+ LLMs a Permanent Memory With One Python Package
hindsight-litellm adds persistent memory to any LLM provider via LiteLLM — OpenAI, Anthropic, Groq, Azure, Bedrock, Vertex AI, and 100+ more. Three lines of setup, and every LLM call automatically gets context from past conversations.
Your CrewAI Agents Forget Everything Between Runs. Here's the Fix.
CrewAI agents lose all memory when a crew finishes. hindsight-crewai plugs into CrewAI's ExternalMemory to persist knowledge across runs -- three lines of setup, and your agents automatically store task outputs and recall relevant context.
Your Vercel Chat SDK bot forgets everything. Hindsight fixes that.
@vectorize-io/hindsight-chat adds persistent memory with one wrapper function