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Adapts three more memory backend PRs to the MemoryProvider interface: OpenViking (PR #3369 by Mibayy): - 3 tools: viking_search, viking_read, viking_browse - Read-only, self-hosted server, no sync/prefetch - URI-based content with progressive disclosure levels RetainDB (PR #2732 by Alinxus): - 5 tools: retaindb_profile, retaindb_search, retaindb_context, retaindb_remember, retaindb_forget - Cloud API with prefetch, sync, and memory bridging - Durable write-behind queue pattern Cognitive Memory (PR #727 by 0xbyt4): - 1 tool with 4 actions: recall, store, forget, status - Local SQLite with vector embeddings (litellm) - Auto-classification, importance decay, dedup, forgetting All gated on credentials/deps via is_available(): - OpenViking: OPENVIKING_ENDPOINT + server health check - RetainDB: RETAINDB_API_KEY - Cognitive: litellm importable (uses its env vars for embedding API)
200 lines
6.5 KiB
Python
200 lines
6.5 KiB
Python
"""OpenViking memory plugin — MemoryProvider interface.
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Read-only semantic search over a self-hosted OpenViking knowledge server.
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Supports search (fast/deep/auto), URI-based content reading, and
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filesystem-style browsing.
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Original PR #3369 by Mibayy, adapted to MemoryProvider ABC.
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Config via environment variables:
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OPENVIKING_ENDPOINT — Server URL (default: http://127.0.0.1:1933)
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OPENVIKING_API_KEY — Optional API key
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"""
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from __future__ import annotations
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import json
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import logging
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import os
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from typing import Any, Dict, List
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from agent.memory_provider import MemoryProvider
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logger = logging.getLogger(__name__)
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# ---------------------------------------------------------------------------
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# Tool schemas
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# ---------------------------------------------------------------------------
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SEARCH_SCHEMA = {
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"name": "viking_search",
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"description": (
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"Semantic search over OpenViking knowledge base. "
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"Returns ranked results with URIs for deeper reading."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"query": {"type": "string", "description": "Search query."},
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"mode": {
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"type": "string", "enum": ["auto", "fast", "deep"],
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"description": "Search depth (default: auto).",
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},
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"scope": {"type": "string", "description": "URI prefix to scope search."},
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"limit": {"type": "integer", "description": "Max results (default: 10)."},
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},
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"required": ["query"],
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},
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}
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READ_SCHEMA = {
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"name": "viking_read",
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"description": (
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"Read content at a viking:// URI. Supports three detail levels: "
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"abstract (summary), overview (key points), read (full content)."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"uri": {"type": "string", "description": "viking:// URI to read."},
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"level": {
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"type": "string", "enum": ["abstract", "overview", "read"],
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"description": "Detail level (default: overview).",
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},
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},
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"required": ["uri"],
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},
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}
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BROWSE_SCHEMA = {
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"name": "viking_browse",
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"description": (
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"Browse the OpenViking knowledge store like a filesystem. "
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"Supports tree (hierarchy), list (directory), and stat (metadata)."
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),
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"parameters": {
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"type": "object",
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"properties": {
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"action": {
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"type": "string", "enum": ["tree", "list", "stat"],
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"description": "Browse action.",
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},
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"path": {"type": "string", "description": "Path to browse (default: root)."},
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},
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"required": ["action"],
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},
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}
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# ---------------------------------------------------------------------------
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# MemoryProvider implementation
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# ---------------------------------------------------------------------------
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class OpenVikingMemoryProvider(MemoryProvider):
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"""Read-only memory via OpenViking self-hosted knowledge server."""
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def __init__(self):
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self._endpoint = ""
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self._api_key = ""
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@property
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def name(self) -> str:
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return "openviking"
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def is_available(self) -> bool:
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endpoint = os.environ.get("OPENVIKING_ENDPOINT", "")
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if not endpoint:
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return False
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# Quick health check
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try:
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import httpx
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resp = httpx.get(f"{endpoint}/health", timeout=3.0)
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return resp.status_code == 200
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except Exception:
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return False
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def initialize(self, session_id: str, **kwargs) -> None:
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self._endpoint = os.environ.get("OPENVIKING_ENDPOINT", "http://127.0.0.1:1933")
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self._api_key = os.environ.get("OPENVIKING_API_KEY", "")
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def _headers(self) -> dict:
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h = {"Content-Type": "application/json"}
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if self._api_key:
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h["X-API-Key"] = self._api_key
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return h
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def system_prompt_block(self) -> str:
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return (
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"# OpenViking Knowledge Base\n"
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f"Active. Endpoint: {self._endpoint}\n"
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"Use viking_search to find information, viking_read for details, "
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"viking_browse to explore the knowledge tree."
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)
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def prefetch(self, query: str) -> str:
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"""OpenViking is tool-driven, no automatic prefetch."""
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return ""
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def get_tool_schemas(self) -> List[Dict[str, Any]]:
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return [SEARCH_SCHEMA, READ_SCHEMA, BROWSE_SCHEMA]
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def handle_tool_call(self, tool_name: str, args: dict, **kwargs) -> str:
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try:
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import httpx
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except ImportError:
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return json.dumps({"error": "httpx not installed"})
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try:
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if tool_name == "viking_search":
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return self._search(httpx, args)
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elif tool_name == "viking_read":
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return self._read(httpx, args)
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elif tool_name == "viking_browse":
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return self._browse(httpx, args)
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return json.dumps({"error": f"Unknown tool: {tool_name}"})
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except Exception as e:
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return json.dumps({"error": str(e)})
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def _search(self, httpx, args: dict) -> str:
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query = args.get("query", "")
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if not query:
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return json.dumps({"error": "query is required"})
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payload = {"query": query, "mode": args.get("mode", "auto")}
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if args.get("scope"):
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payload["scope"] = args["scope"]
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if args.get("limit"):
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payload["limit"] = args["limit"]
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resp = httpx.post(
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f"{self._endpoint}/v1/search",
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json=payload, headers=self._headers(), timeout=30.0,
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)
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return resp.text
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def _read(self, httpx, args: dict) -> str:
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uri = args.get("uri", "")
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if not uri:
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return json.dumps({"error": "uri is required"})
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level = args.get("level", "overview")
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resp = httpx.post(
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f"{self._endpoint}/v1/read",
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json={"uri": uri, "level": level},
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headers=self._headers(), timeout=30.0,
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)
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return resp.text
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def _browse(self, httpx, args: dict) -> str:
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action = args.get("action", "tree")
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path = args.get("path", "/")
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resp = httpx.post(
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f"{self._endpoint}/v1/browse",
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json={"action": action, "path": path},
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headers=self._headers(), timeout=30.0,
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)
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return resp.text
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def register(ctx) -> None:
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"""Register OpenViking as a memory provider plugin."""
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ctx.register_memory_provider(OpenVikingMemoryProvider())
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