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fix: make pipeline_id required #7

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Merged
merged 1 commit into from
Mar 28, 2025
Merged

fix: make pipeline_id required #7

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8 changes: 3 additions & 5 deletions README.md
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Original file line number Diff line number Diff line change
Expand Up @@ -15,9 +15,9 @@ A Model Context Protocol (MCP) server implementation that integrates with [Vecto
```bash
export VECTORIZE_ORG_ID=YOUR_ORG_ID
export VECTORIZE_TOKEN=YOUR_TOKEN
# Optional: Set a fixed pipeline ID to use for all requests
export VECTORIZE_PIPELINE_ID=YOUR_PIPELINE_ID
npx -y @vectorize-io/vectorize-mcp-server

npx -y @vectorize-io/vectorize-mcp-server@latest
```

## Configuration on Claude/Windsurf/Cursor/Cline
Expand All @@ -27,7 +27,7 @@ npx -y @vectorize-io/vectorize-mcp-server
"mcpServers": {
"vectorize": {
"command": "npx",
"args": ["-y", "@vectorize-io/vectorize-mcp-server"],
"args": ["-y", "@vectorize-io/vectorize-mcp-server@latest"],
"env": {
"VECTORIZE_ORG_ID": "your-org-id",
"VECTORIZE_TOKEN": "your-token",
Expand All @@ -47,7 +47,6 @@ Perform vector search and retrieve documents (see official [API](https://docs.ve
{
"name": "retrieve",
"arguments": {
"pipeline": "your-pipeline-id",
"question": "Financial health of the company",
"k": 5
}
Expand Down Expand Up @@ -76,7 +75,6 @@ Generate a Private Deep Research from your pipeline (see official [API](https://
{
"name": "deep-research",
"arguments": {
"pipelineId": "your-pipeline-id",
"query": "Generate a financial status report about the company",
"webSearch": true
}
Expand Down
33 changes: 8 additions & 25 deletions src/index.ts
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Original file line number Diff line number Diff line change
Expand Up @@ -19,7 +19,6 @@ const RETRIEVAL_TOOL: Tool = {
inputSchema: {
type: 'object',
properties: {

question: {
type: 'string',
description: 'The term to search for.',
Expand All @@ -28,12 +27,8 @@ const RETRIEVAL_TOOL: Tool = {
type: 'number',
description: 'The number of documents to retrieve.',
},
pipelineId: {
type: 'string',
description: 'The pipeline ID to retrieve documents from. If not specified explicitly, the value of VECTORIZE_PIPELINE_ID environment variable will be used.',
},
},
required: process.env.VECTORIZE_PIPELINE_ID ? ['question', 'k'] : ['pipelineId', 'question', 'k'],
required: ['question', 'k']
},
};

Expand All @@ -44,10 +39,6 @@ const DEEP_RESEARCH_TOOL: Tool = {
inputSchema: {
type: 'object',
properties: {
pipelineId: {
type: 'string',
description: 'The pipeline ID to retrieve documents from. If not specified explicitly, the value of VECTORIZE_PIPELINE_ID environment variable will be used.',
},
query: {
type: 'string',
description: 'The deep research query.',
Expand All @@ -57,7 +48,7 @@ const DEEP_RESEARCH_TOOL: Tool = {
description: 'Whether to perform a web search.',
},
},
required: process.env.VECTORIZE_PIPELINE_ID ? ['query', 'webSearch'] : ['pipelineId', 'query', 'webSearch'],
required: ['query', 'webSearch']
},
};

Expand Down Expand Up @@ -99,10 +90,9 @@ const server = new Server(
const VECTORIZE_ORG_ID = process.env.VECTORIZE_ORG_ID;
const VECTORIZE_TOKEN = process.env.VECTORIZE_TOKEN;
const VECTORIZE_PIPELINE_ID = process.env.VECTORIZE_PIPELINE_ID;
// Check if API key is required (only for cloud service)
if (!VECTORIZE_ORG_ID || !VECTORIZE_TOKEN) {
if (!VECTORIZE_ORG_ID || !VECTORIZE_TOKEN || !VECTORIZE_PIPELINE_ID) {
console.error(
'Error: VECTORIZE_TOKEN and VECTORIZE_ORG_ID environment variable are required'
'Error: VECTORIZE_TOKEN and VECTORIZE_ORG_ID and VECTORIZE_PIPELINE_ID environment variable are required'
);
process.exit(1);
}
Expand Down Expand Up @@ -252,7 +242,7 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
case 'retrieve': {
return await performRetrieval(
VECTORIZE_ORG_ID,
args.pipelineId ? (args.pipelineId + '') : (VECTORIZE_PIPELINE_ID || ''),
VECTORIZE_PIPELINE_ID,
args.question + '',
Number(args.k)
);
Expand All @@ -267,7 +257,7 @@ server.setRequestHandler(CallToolRequestSchema, async (request) => {
case 'deep-research': {
return await performDeepResearch(
VECTORIZE_ORG_ID,
args.pipelineId ? (args.pipelineId + '') : (VECTORIZE_PIPELINE_ID || ''),
VECTORIZE_PIPELINE_ID,
args.query + '',
Boolean(args.webSearch)
);
Expand Down Expand Up @@ -304,17 +294,10 @@ async function runServer() {

server.sendLoggingMessage({
level: 'info',
data: `Configuration: Organization ID: ${VECTORIZE_ORG_ID || 'default'}`,
data: `Configuration: Organization ID: ${VECTORIZE_ORG_ID} with Pipeline ID: ${VECTORIZE_PIPELINE_ID}`,
});

if (VECTORIZE_PIPELINE_ID) {
server.sendLoggingMessage({
level: 'info',
data: `Configuration: Using fixed Pipeline ID: ${VECTORIZE_PIPELINE_ID}`,
});
}

console.error('Vectorize MCP Server running');
console.info('Vectorize MCP Server running');
}

runServer().catch((error) => {
Expand Down