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narawat
2026-07-24 21:40:12 +07:00
parent f4bcd2231d
commit 84f3dae629
1 changed files with 46 additions and 49 deletions
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src/interface.jl
+22 -25
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@@ -5,36 +5,33 @@ export get_embedding_nats
using GeneralUtils, msghandler
"""
get_embedding_nats(nats_server_url::String, texts::Vector{String}, sendto_topic::String, fileserver_url::String)
""" Fetch embeddings for a list of texts from a NATS-based embedding service.
Fetch embeddings for a list of texts from a NATS-based embedding service.
# Arguments
- `nats_conn_str::String`: NATS server connection URL
- `texts::Vector{String}`: List of text strings to generate embeddings for
- `sendto_topic::String`: NATS topic to send the embedding request to
- `fileserver_url::String`: URL of the file server for additional data
# Arguments
- `nats_server_url::String`: NATS server connection URL
- `texts::Vector{String}`: List of text strings to generate embeddings for
- `sendto_topic::String`: NATS topic to send the embedding request to
- `fileserver_url::String`: URL of the file server for additional data
# Returns
- `Vector` of embeddings, where each embedding is a vector of floats (Vector{Float32} or Vector{Float64})
# Returns
- `Vector` of embeddings, where each embedding is a vector of floats (Vector{Float32} or Vector{Float64})
# Example
```julia
nats_server_url = "nats://localhost:4222"
texts = ["Hello world", "Another text"]
sendto_topic = "embedding.service"
fileserver_url = "http://localhost:8080"
embeddings = get_embedding_nats(nats_server_url, texts, sendto_topic, fileserver_url)
```
"""
function get_embedding_nats(nats_server_url::String, texts::Vector{String}, sendto_topic::String,
# Example
```julia
nats_conn_str = "nats://username:password@yiem.cc:4222"
texts = ["Hello world", "Another text"]
sendto_topic = "embedding.service"
fileserver_url = "http://localhost:8080"
embeddings = get_embedding_nats(nats_server_url, texts, sendto_topic, fileserver_url)
```
"""
function get_embedding_nats(nats_conn_str::String, texts::Vector{String}, sendto_topic::String,
fileserver_url::String)
nats_conn = NATS.connect(nats_server_url)
nats_conn = NATS.connect(nats_conn_str)
return get_embedding_nats(nats_conn, texts, sendto_topic, fileserver_url)
end
end
function get_embedding_nats(nats_conn::NATS.Connection, texts::Vector{String}, sendto_topic::String,
function get_embedding_nats(nats_conn::NATS.Connection, texts::Vector{String}, sendto_topic::String,
fileserver_url::String)
println("Generating embeddings for $(length(texts)) texts...")
documents_dict = Dict("documents" => texts)
@@ -58,7 +55,7 @@ using GeneralUtils, msghandler
push!(result, embedding_vector)
end
return result
end
end