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ragtacts.vector-store.base
addcljmultimethod
Add the documents in the database.
Args:
- db: A map with the following
:type: A keyword with the database type.
- docs: A list of documents.
Example:
(add (vector-store) ["Hello!" "World!"])
Add the documents in the database. Args: - db: A map with the following - `:type`: A keyword with the database type. - docs: A list of documents. Example: ```clojure (add (vector-store) ["Hello!" "World!"]) ```
deletecljmultimethod
Delete the documents in the database.
Args:
- db: A map with the following
:type: A keyword with the database type.
- metadata: A map with the metadata to delete. (required), No support for deletion without metadata.
Example:
(delete db {:filename "file.pdf"})
Delete the documents in the database.
Args:
- db: A map with the following
- `:type`: A keyword with the database type.
- metadata: A map with the metadata to delete. (required), No support for deletion without metadata.
Example:
```clojure
(delete db {:filename "file.pdf"})
```
embedclj
(embed {:keys [embedding]} texts)Return the embedding of a texts.
Args:
- embedding: A map with the following
:type: A keyword with the embedding type.
- texts: A list of strings.
Returns:
- A list of float embeddings.
Return the embedding of a texts. Args: - embedding: A map with the following - `:type`: A keyword with the embedding type. - texts: A list of strings. Returns: - A list of float embeddings.
searchcljmultimethod
Simularity search in the database.
Args:
- db-or-dbs: A db or a list of dbs that multiple dbs can be searched.
- query: A string with the query.
- params: A map with the following
:raw?: A boolean with the raw result.:metadata-out-fields: A list of strings with the metadata fields to output. This option must be used with the valueraw?true.:weights: A list of floats with the weights.:c: An integer with the c value.
Returns:
- A list of texts
Exapmle:
(search db "Hello!")
(search db "Hello!" {:raw? true})
(search db "Hello!" {:raw? true :metadata-out-fields ["filename"]})
(search [db1 db2] "Hello!" {:weights [0.5 0.5] :c 60})
Simularity search in the database.
Args:
- db-or-dbs: A db or a list of dbs that multiple dbs can be searched.
- query: A string with the query.
- params: A map with the following
- `:raw?`: A boolean with the raw result.
- `:metadata-out-fields`: A list of strings with the metadata fields to output.
This option must be used with the value `raw?` `true`.
- `:weights`: A list of floats with the weights.
- `:c`: An integer with the c value.
Returns:
- A list of texts
Exapmle:
```clojure
(search db "Hello!")
(search db "Hello!" {:raw? true})
(search db "Hello!" {:raw? true :metadata-out-fields ["filename"]})
(search [db1 db2] "Hello!" {:weights [0.5 0.5] :c 60})
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