Update default_embedding_functions.md

[asmith26]

Fix example (tried to make more similar to other examples too).

[raghavdixit99]

Can we keep TextModel ?
the name is more apt than 'Words'

[asmith26]

Thanks for the comment, happy to use this - would you like me to change all the other examples to match this, i.e.:

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 164 in fdb5d6f

class Words(LanceModel):

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 226 in fdb5d6f

class Words(LanceModel):

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 280 in fdb5d6f

class Schema(LanceModel):

[raghavdixit99]

since its an example doc, perhaps keeping a non-temp path would be better, "/lancedb" works

[asmith26]

Thanks for the coment, did you mean ./lancedb? Happy to use this - would you like me to change all the other examples to match this, i.e.:

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 161 in fdb5d6f

db = lancedb.connect("/tmp/db")

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 223 in fdb5d6f

db = lancedb.connect("/tmp/db")

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 284 in fdb5d6f

db = lancedb.connect("~/.lancedb")

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 323 in fdb5d6f

db = lancedb.connect("~/.lancedb")

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 373 in fdb5d6f

db = lancedb.connect("tmp_path")

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 404 in fdb5d6f

db = lancedb.connect(tmp_path)

lancedb/docs/src/embeddings/default_embedding_functions.md

Line 484 in fdb5d6f

db = lancedb.connect(tmp_path)

[raghavdixit99]

both are greetings, we could show a more clear example. Either the older example or something simple yet distinct , for ex :

table.add(
    [
        {"text": "Golden Retriever energy"},
        {"text": "Black cat"}
    ]
)
query = "playful dog"

[asmith26]

Thanks for the comment, happy to use this - would you like me to change all the other examples to match this, i.e.:

lancedb/docs/src/embeddings/default_embedding_functions.md

Lines 169 to 176 in fdb5d6f

	table.add(
	[
	{"text": "hello world"},
	{"text": "goodbye world"}
	]
	)
	query = "greetings"

lancedb/docs/src/embeddings/default_embedding_functions.md

Lines 202 to 203 in fdb5d6f

	table.add()
	query = "old greeting"

lancedb/docs/src/embeddings/default_embedding_functions.md

Lines 231 to 238 in fdb5d6f

	table.add(
	[
	{"text": "hello world"},
	{"text": "goodbye world"}
	]
	)
	query = "greetings"

lancedb/docs/src/embeddings/default_embedding_functions.md

Lines 287 to 291 in fdb5d6f

	texts = [{"text": "Capitalism has been dominant in the Western world since the end of feudalism, but most feel[who?] that..."},
	{"text": "The disparate impact theory is especially controversial under the Fair Housing Act because the Act..."},
	{"text": "Disparate impact in United States labor law refers to practices in employment, housing, and other areas that.."}]
	tbl.add(texts)

lancedb/docs/src/embeddings/default_embedding_functions.md

Lines 322 to 327 in fdb5d6f

	df = pd.DataFrame({"text": ["hello world", "goodbye world"]})
	db = lancedb.connect("~/.lancedb")
	tbl = db.create_table("test", schema=TextModel, mode="overwrite")
	tbl.add(df)
	rs = tbl.search("hello").limit(1).to_pandas()

lancedb/docs/src/embeddings/default_embedding_functions.md

Lines 372 to 377 in fdb5d6f

	df = pd.DataFrame({"text": ["hello world", "goodbye world"]})
	db = lancedb.connect("tmp_path")
	tbl = db.create_table("test", schema=TextModel, mode="overwrite")
	tbl.add(df)
	rs = tbl.search("hello").limit(1).to_pandas()