# Send Qianfan KnowledgeBase Search to your agent Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually. ## Fast path - Download the package from Yavira. - Extract it into a folder your agent can access. - Paste one of the prompts below and point your agent at the extracted folder. ## Suggested prompts ### New install ```text I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete. ``` ### Upgrade existing ```text I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run. ``` ## Machine-readable fields ```json { "schemaVersion": "1.0", "item": { "slug": "qianfan-knowledgebase-search", "name": "Qianfan KnowledgeBase Search", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/hannatao/qianfan-knowledgebase-search", "canonicalUrl": "https://clawhub.ai/hannatao/qianfan-knowledgebase-search", "targetPlatform": "OpenClaw" }, "install": { "downloadUrl": "/downloads/qianfan-knowledgebase-search", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=qianfan-knowledgebase-search", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "packageFormat": "ZIP package", "primaryDoc": "SKILL.md", "includedAssets": [ "_meta.json", "SKILL.md", "search.py" ], "downloadMode": "redirect", "sourceHealth": { "source": "tencent", "slug": "qianfan-knowledgebase-search", "status": "healthy", "reason": "direct_download_ok", "recommendedAction": "download", "checkedAt": "2026-05-07T17:50:57.681Z", "expiresAt": "2026-05-14T17:50:57.681Z", "httpStatus": 200, "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=qianfan-knowledgebase-search", "contentType": "application/zip", "probeMethod": "head", "details": { "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=qianfan-knowledgebase-search", "contentDisposition": "attachment; filename=\"qianfan-knowledgebase-search-1.0.1.zip\"", "redirectLocation": null, "bodySnippet": null, "slug": "qianfan-knowledgebase-search" }, "scope": "item", "summary": "Item download looks usable.", "detail": "Yavira can redirect you to the upstream package for this item.", "primaryActionLabel": "Download for OpenClaw", "primaryActionHref": "/downloads/qianfan-knowledgebase-search" }, "validation": { "installChecklist": [ "Use the Yavira download entry.", "Review SKILL.md after the package is downloaded.", "Confirm the extracted package contains the expected setup assets." ], "postInstallChecks": [ "Confirm the extracted package includes the expected docs or setup files.", "Validate the skill or prompts are available in your target agent workspace.", "Capture any manual follow-up steps the agent could not complete." ] } }, "links": { "detailUrl": "https://openagent3.xyz/skills/qianfan-knowledgebase-search", "downloadUrl": "https://openagent3.xyz/downloads/qianfan-knowledgebase-search", "agentUrl": "https://openagent3.xyz/skills/qianfan-knowledgebase-search/agent", "manifestUrl": "https://openagent3.xyz/skills/qianfan-knowledgebase-search/agent.json", "briefUrl": "https://openagent3.xyz/skills/qianfan-knowledgebase-search/agent.md" } } ``` ## Documentation ### Qianfan Knowledgebase Search Skill Search and retrieve knowledge from Baidu Qianfan platform knowledge bases. Supports semantic search, fulltext search, hybrid search, and reranking. ### Workflow The skill executes the Python script located at search.py The script makes a POST request to the Qianfan Knowledgebase Search API The API returns structured search results with chunks, scores, and metadata ### Environment Variables envrequireddescriptionBAIDU_API_KEYyesQianfan platform API KeyQIANFAN_KNOWLEDGEBASE_IDSnoKnowledgebase IDs, comma-separated (used if not specified in request) ### Parameters request body structure paramtyperequireddefaultdescriptionquerystryesSearch query contentknowledgebase_idslist[str]noKnowledgebase ID list (uses env var if not specified)top_kintno6Number of chunks to return, range [1, 40]score_thresholdfloatno0.4Score threshold for filtering, range [0, 1]enable_graphboolnofalseEnable knowledge graphenable_expansionboolnofalseReturn expanded chunksrecallobjnoRecall strategy configuration+recall.typestrnohybridRecall type: fulltext/semantic/hybrid+recall.top_kintno100Recall phase top_k, range [1, 400]+recall.vec_weightfloatno0.75Vector weight when type=hybrid, range [0, 1]rerankobjnoRerank configuration+rerank.enableboolnotrueEnable reranking+rerank.top_nintno20Rerank top_n, range [1, 40] Note: Use flattened parameter names in input (e.g., recall_type, recall_top_k), the script will convert to nested structure automatically. ### Example Usage # Configure knowledgebase IDs via environment variable export BAIDU_API_KEY="your_api_key" export QIANFAN_KNOWLEDGEBASE_IDS="kb_id_1,kb_id_2" python3 skills/qianfan-knowledgebase-search/search.py '{"query":"请介绍下千帆大模型知识库"}' # Or specify knowledgebase IDs in request parameters python3 skills/qianfan-knowledgebase-search/search.py '{"query":"如何使用API","knowledgebase_ids":["kb_id_1","kb_id_2"],"top_k":10,"recall_type":"hybrid","rerank_enable":true}' ### Response Structure Response contains the following fields: id: Request unique identifier created_at: Request timestamp total_count: Total number of chunks returned chunks: Chunk list chunk_id: Chunk unique identifier content: Chunk content (supports text/figure/table/graph types) rerank: Rerank score and position recall: Recall score and position meta: Metadata (chunk_type, tokens, word_count, doc_info, etc.) neighbors: Related chunks ### Current Status The Qianfan Knowledgebase Search skill is fully functional and can be used to retrieve knowledge from private knowledge bases on the Baidu Qianfan platform. ## Trust - Source: tencent - Verification: Indexed source record - Publisher: hannatao - Version: 1.0.1 ## Source health - Status: healthy - Item download looks usable. - Yavira can redirect you to the upstream package for this item. - Health scope: item - Reason: direct_download_ok - Checked at: 2026-05-07T17:50:57.681Z - Expires at: 2026-05-14T17:50:57.681Z - Recommended action: Download for OpenClaw ## Links - [Detail page](https://openagent3.xyz/skills/qianfan-knowledgebase-search) - [Send to Agent page](https://openagent3.xyz/skills/qianfan-knowledgebase-search/agent) - [JSON manifest](https://openagent3.xyz/skills/qianfan-knowledgebase-search/agent.json) - [Markdown brief](https://openagent3.xyz/skills/qianfan-knowledgebase-search/agent.md) - [Download page](https://openagent3.xyz/downloads/qianfan-knowledgebase-search)