Files
lancedb/docs/test/md_testing.js
Ayush Chaurasia 7dfb555fea [DOCS][PYTHON] Update embeddings API docs & Example (#516)
This PR adds an overview of embeddings docs:
- 2 ways to vectorize your data using lancedb - explicit & implicit
- explicit - manually vectorize your data using `wit_embedding` function
- Implicit - automatically vectorize your data as it comes by ingesting
your embedding function details as table metadata
- Multi-modal example w/ disappearing embedding function
2023-10-14 07:56:07 +05:30

53 lines
1.5 KiB
JavaScript

const glob = require("glob");
const fs = require("fs");
const path = require("path");
const globString = "../src/**/*.md";
const excludedGlobs = [
"../src/fts.md",
"../src/embedding.md",
"../src/examples/*.md",
"../src/guides/tables.md",
"../src/embeddings/*.md",
];
const nodePrefix = "javascript";
const nodeFile = ".js";
const nodeFolder = "node";
const asyncPrefix = "(async () => {\n";
const asyncSuffix = "})();";
function* yieldLines(lines, prefix, suffix) {
let inCodeBlock = false;
for (const line of lines) {
if (line.trim().startsWith(prefix + nodePrefix)) {
inCodeBlock = true;
} else if (inCodeBlock && line.trim().startsWith(suffix)) {
inCodeBlock = false;
yield "\n";
} else if (inCodeBlock) {
yield line;
}
}
}
const files = glob.sync(globString, { recursive: true });
const excludedFiles = glob.sync(excludedGlobs, { recursive: true });
for (const file of files.filter((file) => !excludedFiles.includes(file))) {
const lines = [];
const data = fs.readFileSync(file, "utf-8");
const fileLines = data.split("\n");
for (const line of yieldLines(fileLines, "```", "```")) {
lines.push(line);
}
if (lines.length > 0) {
const fileName = path.basename(file, ".md");
const outPath = path.join(nodeFolder, fileName, `${fileName}${nodeFile}`);
console.log(outPath)
fs.mkdirSync(path.dirname(outPath), { recursive: true });
fs.writeFileSync(outPath, asyncPrefix + "\n" + lines.join("\n") + asyncSuffix);
}
}