Complete context stack for pi. One install gives your agent persistent memory, session history, and local knowledge search.
| Layer | Package | What it does |
|---|---|---|
| Memory | @samfp/pi-memory | Learns preferences, project patterns, and corrections. Injects relevant facts into every session. |
| Session history | pi-session-search | Indexes past coding sessions. Search by topic to find previous work, decisions, and debugging context. |
| Knowledge base | pi-knowledge-search | Indexes local files (markdown, text, docs). Semantic search over your notes, documentation, and vault. |
Together, these give pi three layers of context about you:
- What you prefer — coding style, tool choices, project conventions (memory)
- What you've done — past sessions, debugging history, previous decisions (session search)
- What you know — notes, docs, research, reference material (knowledge search)
pi install npm:pi-total-recallThat's it. All three extensions are active immediately.
Requires Node 24+.
pi-session-searchandpi-knowledge-searchuse SQLite FTS5 vianode:sqlite, which is compiled into Node 24 but not Node 22. On Node 22 you'll seeError: no such table: sessionsat startup — upgrade Node and restart pi.
After installing, your agent gets these tools:
| Tool | Description |
|---|---|
memory_search |
Search stored facts and preferences |
memory_remember |
Store a fact or lesson |
memory_forget |
Remove a stored fact or lesson |
memory_lessons |
List learned corrections |
memory_stats |
Show memory statistics |
| Tool | Description |
|---|---|
session_search |
Semantic search over past sessions |
session_list |
Browse sessions by date, project, or status |
session_read |
Read the full conversation from a past session |
| Tool | Description |
|---|---|
knowledge_search |
Semantic search over local files |
Each component has its own configuration in ~/.pi/agent/settings.json. See the individual package READMEs for details:
{
"memory": {
"lessonInjection": "selective"
}
}Point it at your notes directory:
{
"knowledge-search": {
"paths": ["~/Documents/Notes"]
}
}Works out of the box — indexes your existing pi sessions automatically.
By default, all three components write to user-global locations under ~/.pi/ — which is usually what you want, because memory, sessions, and a notes index are normally global across projects.
If you want a project's memory/index to be isolated — e.g. a throwaway prototype, a client repo, or an experimental agent setup — drop a pi-total-recall.localPath key into {project}/.pi/settings.json:
Path resolution: relative paths are resolved against the project root (where you run pi), not the .pi/ directory. So ".pi/total-recall" above resolves to {project}/.pi/total-recall/, and "./data" would resolve to {project}/data/. Use an absolute path (e.g. "/Users/you/shared-index") if you want to pin outside the project.
The key is case-sensitive (localPath, lowercase l). A misspelled key like LocalPath is silently ignored — v1.3.2+ of the bundled packages will log a console.error warning when this happens.
That single key cascades to all three packages:
| Package | Cascaded path |
|---|---|
@samfp/pi-memory |
{project}/.pi/total-recall/memory/memory.db |
pi-session-search |
{project}/.pi/total-recall/session-search/ |
pi-knowledge-search |
{project}/.pi/total-recall/knowledge-search/ |
You can also override any single package independently — package-specific keys win over the cascade:
{
"pi-total-recall": { "localPath": ".pi/total-recall" },
"pi-knowledge-search": {
"localPath": "/some/other/path" // overrides just this one
}
}Resolution order (highest priority first) for every package:
- Package-specific env vars (
KNOWLEDGE_SEARCH_CONFIG, etc.) pi-<package>.localPathin{cwd}/.pi/settings.jsonpi-total-recall.localPathcascade- Global default under
~/.pi/
pi-session-search relocates only its own config and index — the session source directories (~/.pi/agent/sessions, ~/.pi/agent/sessions-archive) are pi's own files and remain global. That's where pi writes sessions, so making them project-local would point the tool at an empty directory. Use the project filter on session_search and session_list if you want to scope results to one project.
When using pi-total-recall.localPath:
rm -rf {project}/.pi/total-recall # nukes memory, session-search config+index, knowledge-search config+indexIf you only want one or two components, install them directly:
pi install @samfp/pi-memory
pi install pi-session-search
pi install pi-knowledge-searchMIT
{ "pi-total-recall": { "localPath": ".pi/total-recall" } }