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Connect Github repository files and Pinecone in our serverless environment

Use this template to Get files from Github repository using them to upserts vectors into a Pinecone index.

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Get files from Github repository

Used integrations:
class GithubSourceRepositoryFiles {
async init() {
// TODO: Create your github credential
// More info at https://yepcode.io/docs/integrations/github/#credential-configuration
this.github = yepcode.integration.github("your-github-credential-name");
// TODO: Customize the repo name and owner
this.repositoryOwner = "your-github-username";
this.repositoryName = "your-repository-name";
}

async fetch(publish, done) {
// TODO: Customize the path you want to obtain all files in it and its subdirectories (if has)
// It can also be a file path to only obtain one file
// If you pass undefined you will obtain the entire repository content
await this._publishPathContent("/path-in-repo", publish);
done();
}

_isFileContent = isString;
_isDirectoryInfo = isObject;

_publishPathContent = async (path, publishCallback) => {
// More info of this request at: https://docs.github.com/en/rest/repos/contents#get-repository-content
const response = await this.github.rest.repos.getContent({
mediaType: {
format: "raw",
},
owner: this.repositoryOwner,
repo: this.repositoryName,
path: path,
});
const {
data
} = response;

if (this._isFileContent(data)) {
// TODO: Customize the item to publish for each file in the repository
publishCallback({
path,
content: data
});
return;
}

if (this._isDirectoryInfo(data)) {
for (const directoryEntry of data) {
await this._publishPathContent(directoryEntry.path, publishCallback);
}
return;
}

console.error("Unexpected data type: ", response.headers["content-type"]);
};

async close() {}
}

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Upserts vectors into a Pinecone index

Used integrations:
class PineconeTargetUpsertVectors {
async init() {
// TODO: Create your pinecone credential
// More info at https://yepcode.io/docs/integrations/pinecone/#credential-configuration
this.pineconeClient = yepcode.integration.pinecone(
"your-pinecone-credential-name"
);
// TODO: Select the index name you want to recover.
// More info at https://docs.pinecone.io/docs/node-client#index
this.index = await pineconeClient.Index("your-index-name");
this.vectors = [];
}

async consume(item) {
// TODO: Save vectors you want to upsert into a namespace.
this.vectors.push({
id: item.id,
values: item.values,
metadata: item.metadata,
});
}

async close() {
// TODO: Write vectors into a namespace.
// More info at https://docs.pinecone.io/docs/node-client#indexupsert
await this.index.upsert({
upsertRequest: {
vectors: this.vectors,
namespace: "your-namespace",
},
});
}
}

Other combinations

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FAQs

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These recipes are a good starting point for you to build your own YepCode processes and solve your integration and automation problems.

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YepCode has been created with a clear enterprise approach (multi-tenant environment, team management, high security and auditing standards, IdP integrations, on-premise options,...) so we can be the Swiss army knife of any team of engineering, especially those that need to extract or send information to external systems, and where a certain dynamism or adaptation to change is necessary in that process.

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